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Beekman R, Kim N, Nguyen C, McGinniss G, Deng Y, Kitlen E, Garcia G, Wira C, Khosla A, Johnson J, Miller PE, Perman SM, Sheth KN, Greer DM, Gilmore EJ. Temperature Control Parameters Are Important: Earlier Preinduction Is Associated With Improved Outcomes Following Out-of-Hospital Cardiac Arrest. Ann Emerg Med 2024; 84:549-559. [PMID: 39033449 DOI: 10.1016/j.annemergmed.2024.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 05/20/2024] [Accepted: 06/07/2024] [Indexed: 07/23/2024]
Abstract
STUDY OBJECTIVE Temperature control trials in cardiac arrest patients have not reliably conferred neuroprotective benefit but have been limited by inconsistent treatment parameters. To evaluate the presence of a time dependent treatment effect, we assessed the association between preinduction time and clinical outcomes. METHODS In this retrospective, single academic center study between 2014 and 2022, consecutive out-of-hospital cardiac arrest (OHCA) patients treated with temperature control were identified. Preinduction was defined as the time from hospital arrival to initiation of a closed-loop temperature feedback device [door to temperature control initiation time], and early door to temperature control device time was defined a priori as <3 hours. We assessed the association between good neurologic outcome (cerebral performance category 1 to 2) and door to temperature control device time using logistic regression. The proportion of patients who survived to hospital discharge was evaluated as a secondary outcome. A sensitivity analysis using inverse probability treatment weighting, created using a propensity score, was performed to minimize measurable confounding. RESULTS Three hundred and forty-seven OHCA patients were included; the early door to temperature control device cohort included 75 (21.6%) patients with a median (interquartile range) door to temperature control device time of 2.50 (2.03 to 2.75) hours, whereas the late door to temperature control device cohort included 272 (78.4%) patients with a median (interquartile range) door to temperature control device time of 5.18 (4.19 to 6.41) hours. In the multivariable logistic regression model, early door to temperature control device time was associated with improved good neurologic outcome and survival before [adjusted odds ratio (OR) (95% confidence interval) 2.36 (1.16 to 4.81) and 3.02 (1.54 to 6.02)] and after [adjusted OR (95% confidence interval) 1.95 (1.19 to 3.79) and 2.14 (1.33 to 3.36)] inverse probability of treatment weighting, respectively. CONCLUSION In our study of OHCA patients, a shorter preinduction time for temperature control was associated with improved good neurologic outcome and survival. This finding may indicate that early initiation in the emergency department will confer benefit. Our findings are hypothesis generating and need to be validated in future prospective trials.
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Affiliation(s)
- Rachel Beekman
- Department of Neurology, Yale School of Medicine, New Haven, CT.
| | - Noah Kim
- Department of Neurology, Yale School of Medicine, New Haven, CT; Geisel School of Medicine, Dartmouth College, Hanover, NH
| | | | - George McGinniss
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT
| | - Yanhong Deng
- Yale Center for Analytical Sciences, Yale School of Public Health, New Haven, CT
| | - Eva Kitlen
- Department of Neurology, Yale School of Medicine, New Haven, CT; UCSF School of Medicine, University of California San Francisco, San Francisco, CA
| | - Gabriella Garcia
- Department of Neurology, Yale School of Medicine, New Haven, CT; Department of Neurology, University of Pennsylvania, Philadelphia, PA
| | - Charles Wira
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT
| | - Akhil Khosla
- Department of Pulmonary Critical Care, Yale School of Medicine, New Haven, CT
| | | | - P Elliott Miller
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT
| | - Sarah M Perman
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT
| | - Kevin N Sheth
- Department of Neurology, Yale School of Medicine, New Haven, CT
| | - David M Greer
- Department of Neurology, Boston University Medical Center, Boston, MA
| | - Emily J Gilmore
- Department of Neurology, Yale School of Medicine, New Haven, CT
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Vallabhajosyula S, Faugno AJ, Li B, John K, Kong Q, Sinha SS, Hernandez-Montfort J, Kanwar MK, Abraham J, Blumer V, Farr M, Fried J, Garan AR, Hall S, Hickey GW, Kataria R, Kim JU, Li S, Mahr C, Nathan S, Pahuja M, Sangal P, Schwartzman A, Ton VANK, Vishnevsky OA, Vorovich E, Walec KD, Zazzali P, Zweck E, Burkhoff D, Kapur NK. Prognostic Implications of Quantifying Vasoactive Medications in Cardiogenic Shock. J Card Fail 2024; 30:1516-1521. [PMID: 39002848 DOI: 10.1016/j.cardfail.2024.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 06/02/2024] [Accepted: 06/03/2024] [Indexed: 07/15/2024]
Affiliation(s)
- Saraschandra Vallabhajosyula
- Warren Alpert Medical School of Brown University, Providence, RI; Lifespan Cardiovascular Institute, Providence, RI
| | | | - Borui Li
- Tufts University School of Medicine, Boston, MA
| | - Kevin John
- Tufts University School of Medicine, Boston, MA
| | - Qiuyue Kong
- Tufts University School of Medicine, Boston, MA
| | - Shashank S Sinha
- Inova Schar Heart and Vascular Institute, Inova Fairfax Campus, Falls Church, VA
| | | | - Manreet K Kanwar
- Cardiovascular Institute at Allegheny Health Network, Pittsburgh, PA
| | | | - Vanessa Blumer
- Inova Schar Heart and Vascular Institute, Inova Fairfax Campus, Falls Church, VA
| | - Maryjane Farr
- University of Texas Southwestern Medical Center, Dallas TX
| | - Justin Fried
- Columbia University Medical Center, New York, NY
| | | | | | | | - Rachna Kataria
- Warren Alpert Medical School of Brown University, Providence, RI; Lifespan Cardiovascular Institute, Providence, RI
| | - J U Kim
- Houston Methodist Research Institute, Houston, TX
| | - Song Li
- Institute for Advanced Cardiac Care, Medical City Healthcare, Dallas, TX
| | - Claudius Mahr
- Institute for Advanced Cardiac Care, Medical City Healthcare, Dallas, TX
| | - Sandeep Nathan
- University of Chicago Pritzker School of Medicine, Chicago, IL
| | - Mohit Pahuja
- University of Oklahoma Health Science Center, Oklahoma City, OK
| | | | | | | | | | | | | | | | - Elric Zweck
- University Hospital of Düsseldorf, Düsseldorf, Germany
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Pölkki A, Pekkarinen PT, Hess B, Blaser AR, Bachmann KF, Lakbar I, Hollenberg SM, Lobo SM, Rezende E, Selander T, Reinikainen M. Noradrenaline dose cutoffs to characterise the severity of cardiovascular failure: Data-based development and external validation. Acta Anaesthesiol Scand 2024; 68:1400-1408. [PMID: 39210783 DOI: 10.1111/aas.14519] [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: 06/08/2024] [Revised: 08/16/2024] [Accepted: 08/19/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND The vasopressor dose needed is a common measure to assess the severity of cardiovascular failure, but there is no consensus on the ranges of vasopressor doses determining different levels of cardiovascular support. We aimed to identify cutoffs for determining low, intermediate and high doses of noradrenaline (norepinephrine), the primary vasopressor used in intensive care, based on association with hospital mortality. METHODS We conducted a binational registry study to determine cutoffs between low, intermediate and high noradrenaline doses. We required the cutoffs to be statistically rational and practical (rounded to the first decimal and easy to remember), and to result in increasing mortality with increasing doses. The highest noradrenaline dose in the first 24 h after intensive care unit (ICU) admission was used. The cutoffs were developed using data from 8079 ICU patients treated in the ICU at Kuopio University Hospital, Finland, between 2013 and 2019. Subsequently, the cutoffs were validated in the eICU database, including 39,007 ICU admissions to 29 ICUs in the United States of America in 2014-2015. The log-rank statistic, with the Contal and O'Quigley method, was used to determine the cutoffs resulting in the most significant split between the noradrenaline dose groups with regard to hospital mortality. RESULTS The two most prominent peaks in the log-rank statistic corresponded to noradrenaline doses 0.20 and 0.44 μg/kg/min. Accordingly, we determined three dose ranges: low (<0.2 μg/kg/min), intermediate (0.2-0.4 μg/kg/min) and high (>0.4 μg/kg/min). Mortality increased, whereas the number of patients decreased consistently with increasing noradrenaline doses in both cohorts. In the development cohort, hospital mortality was 6.5% in the group without noradrenaline administered and 14.0%, 26.4% and 40.2%, respectively, in the low-dose, intermediate-dose and high-dose groups. Compared to patients who received no noradrenaline, the hazard ratio for in-hospital death was 1.4 for the low-dose group, 4.0 for the intermediate-dose group and 7.5 for the high-dose group in the validation cohort (p < .001). CONCLUSIONS The highest noradrenaline dose is a useful measure for quantifying circulatory failure. Cutoffs 0.2 and 0.4 μg/kg/min seem to be suitable for defining low, intermediate and high doses.
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Affiliation(s)
- Anssi Pölkki
- Department of Anaesthesiology and Intensive Care, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Pirkka T Pekkarinen
- Division of Intensive Care Medicine, Department of Anaesthesiology and Intensive Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Benjamin Hess
- Department of Intensive Care Medicine, Lucerne Cantonal Hospital, Lucerne, Switzerland
| | - Annika Reintam Blaser
- Department of Intensive Care Medicine, Lucerne Cantonal Hospital, Lucerne, Switzerland
- Department of Anaesthesiology and Intensive Care, University of Tartu, Tartu, Estonia
| | - Kaspar F Bachmann
- Department of Anaesthesiology and Intensive Care, University of Tartu, Tartu, Estonia
- Department of Intensive Care Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Inès Lakbar
- Anesthesia and Critical Care Department B, Saint Eloi Teaching Hospital, University of Montpellier, Montpellier, France
| | - Steven M Hollenberg
- Division of Cardiology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Suzana M Lobo
- Intensive Care Division, Hospital de Base, Faculdade de Medicina de São José do Rio Preto, São José do Rio Preto, Brazil
| | - Ederlon Rezende
- Critical Care Department of The Hospital do Servidor Público Estadual - IAMSPE, Sao Paulo, Brazil
| | - Tuomas Selander
- Kuopio University Hospital, Science Service Center, Kuopio, Finland
| | - Matti Reinikainen
- Department of Anaesthesiology and Intensive Care, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
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Vallabhajosyula S, Sinha SS, Kochar A, Pahuja M, Amico FJ, Kapur NK. The Price We Pay for Progression in Shock Care: Economic Burden, Accessibility, and Adoption of Shock-Teams and Mechanical Circulatory Support Devices. Curr Cardiol Rep 2024; 26:1123-1134. [PMID: 39325244 DOI: 10.1007/s11886-024-02108-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/22/2024] [Indexed: 09/27/2024]
Abstract
PURPOSE OF REVIEW Cardiogenic shock (CS) is associated with high in-hospital and long-term mortality and morbidity that results in significant socio-economic impact. Due to the high costs associated with CS care, it is important to define the short- and long-term burden of this disease state on resources and review strategies to mitigate these. RECENT FINDINGS In recent times, the focus on CS continues to be on improving short-term outcomes, but there has been increasing emphasis on the long-term morbidity. In this review we discuss the long-term outcomes of CS and the role of hospital-level and system-level disparities in perpetuating this. We discuss mitigation strategies including developing evidence-based protocols and systems of care, improvement in risk stratification and evaluation of futility of care, all of which address the economic burden of CS. CS continues to remain the pre-eminent challenge in acute cardiovascular care, and a combination of multi-pronged strategies are needed to improve outcomes in this population.
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Affiliation(s)
- Saraschandra Vallabhajosyula
- Section of Cardiology, Department of Medicine, Warren Alpert Medical School of Brown University and Brown University Health Cardiovascular Institute, Providence, Rhode Island, USA
| | - Shashank S Sinha
- Inova Schar Heart and Vascular, Inova Fairfax Medical Campus, Falls Church, VA, USA
| | - Ajar Kochar
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Mohit Pahuja
- Division of Cardiology, Department of Medicine, University of Oklahoma Health Sciences College of Medicine, Oklahoma City, OK, USA
| | - Frank J Amico
- Chesapeake Regional Healthcare Medical Center, Chesapeake, VA, USA
| | - Navin K Kapur
- The Cardiovascular Center, Section of Cardiovascular Medicine, Department of Medicine, Tufts University School of Medicine, 800 Washington Street, Box No 80, Boston, MA, 02111, USA.
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Choudhary N, Magoon R, Suresh V. Researching outcomes in septic shock: Plenty to ponder. Am J Emerg Med 2024; 79:228-229. [PMID: 37996281 DOI: 10.1016/j.ajem.2023.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Accepted: 11/15/2023] [Indexed: 11/25/2023] Open
Affiliation(s)
- Nitin Choudhary
- Department of Anesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
| | - Rohan Magoon
- Department of Anaesthesia, Atal Bihari Vajpayee Institute of Medical Sciences (ABVIMS) and Dr. Ram Manohar Lohia Hospital, Baba Kharak Singh Marg, New Delhi 110001, India
| | - Varun Suresh
- Department of Anesthesia and Intensive Care, Jaber Al Ahmad Al Sabah Hospital, Arabian Gulf, Kuwait.
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Wieruszewski PM, Leone M, Kaas-Hansen BS, Dugar S, Legrand M, McKenzie CA, Bissell Turpin BD, Messina A, Nasa P, Schorr CA, De Waele JJ, Khanna AK. Position Paper on the Reporting of Norepinephrine Formulations in Critical Care from the Society of Critical Care Medicine and European Society of Intensive Care Medicine Joint Task Force. Crit Care Med 2024; 52:521-530. [PMID: 38240498 DOI: 10.1097/ccm.0000000000006176] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2024]
Abstract
OBJECTIVES To provide guidance on the reporting of norepinephrine formulation labeling, reporting in publications, and use in clinical practice. DESIGN Review and task force position statements with necessary guidance. SETTING A series of group conference calls were conducted from August 2023 to October 2023, along with a review of the available evidence and scope of the problem. SUBJECTS A task force of multinational and multidisciplinary critical care experts assembled by the Society of Critical Care Medicine and the European Society of Intensive Care Medicine. INTERVENTIONS The implications of a variation in norepinephrine labeled as conjugated salt (i.e., bitartrate or tartrate) or base drug in terms of effective concentration of norepinephrine were examined, and guidance was provided. MEASUREMENTS AND MAIN RESULTS There were significant implications for clinical care, dose calculations for enrollment in clinical trials, and results of datasets reporting maximal norepinephrine equivalents. These differences were especially important in the setting of collaborative efforts across countries with reported differences. CONCLUSIONS A joint task force position statement was created outlining the scope of norepinephrine-dose formulation variations, and implications for research, patient safety, and clinical care. The task force advocated for a uniform norepinephrine-base formulation for global use, and offered advice aimed at appropriate stakeholders.
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Affiliation(s)
- Patrick M Wieruszewski
- Department of Pharmacy, Mayo Clinic, Rochester, MN
- Department of Anesthesiology, Mayo Clinic, Rochester, MN
| | - Marc Leone
- Department of Anesthesiology and Intensive Care Medicine, Nord Hospital, Assistance Publique Hôpitaux Universitaires de Marseille, Aix Marseille University, Marseille, France
| | | | - Siddharth Dugar
- Department of Critical Care, Respiratory Institute, Cleveland Clinic, Cleveland, OH
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH
| | - Matthieu Legrand
- Division of Critical Care Medicine, Department of Anesthesiology and Perioperative Care, University of California San Francisco, San Francisco, CA
| | - Cathrine A McKenzie
- Department of Clinical and Experimental Medicine, School of Medicine, University of Southampton, National Institute of Health and Care Research (NIHR), Southampton Biomedical Research Centre, Perioperative and Critical Care Theme, and NIHR Wessex Applied Research Collaborative, Southampton, United Kingdom
| | - Brittany D Bissell Turpin
- Ephraim McDowell Regional Medical Center, Danville, KY
- Department of Pharmacy, University of Kentucky, Lexington, KY
| | - Antonio Messina
- Department of Anesthesia and Intensive Care, IRCCS Humanitas Research Hospital, Rozzano (MI), Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (MI), Italy
| | - Prashant Nasa
- Department of Critical Care Medicine, NMC Specialty Hospital, Dhabi, United Arab Emirates
| | - Christa A Schorr
- Cooper Department of Medicine, Cooper Research Institute, Cooper University Hospital, Camden, NJ
- Cooper Medical School at Rowan University, Camden, NJ
| | - Jan J De Waele
- Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium
- Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Ashish K Khanna
- Department of Anesthesiology, Section on Critical Care Medicine, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC
- Outcomes Research Consortium, Cleveland, OH
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Beaver M, Jepson B, Binka E, Truong D, Crandall H, McFarland C, Williams R, Ou Z, Treemarcki E, Jensen D, Minich LL, Colquitt JL. Baseline Echocardiography and Laboratory Findings in MIS-C and Associations with Clinical Illness Severity. Pediatr Cardiol 2024; 45:560-569. [PMID: 38281215 DOI: 10.1007/s00246-023-03394-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 12/20/2023] [Indexed: 01/30/2024]
Abstract
Children with COVID-associated multisystem inflammatory syndrome (MIS-C) may develop severe disease. We explored the association of admission echocardiographic and laboratory parameters with MIS-C disease severity. This retrospective, single center study of consecutive MIS-C patients (4/2020-12/2021) excluded those with preexisting cardiomyopathy, congenital heart disease, or prior cardiotoxic therapy. Our hypothesis was that worse admission echocardiographic and laboratory parameters were associated with more severe disease based on vasoactive medication use. Univariable and multivariable logistic regression models assessed the association between vasoactive medication use and baseline variables. Of 118 MIS-C patients, median age was 7.8 years (IQR 4.6, 11.8), 48% received vasoactive medication. Higher admission brain natriuretic peptide [OR 1.07 (95% CI 1.02,1.14), p = 0.019], C-reactive protein [OR 1.08 (1.03,1.14), p = 0.002], troponin [OR 1.05 (1.02,1.1), p = 0.015]; lower left ventricular ejection fraction [LVEF, OR 0.96 (0.92,1), p = 0.042], and worse left atrial reservoir strain [OR 0.96 (0.92,1), p = 0.04] were associated with vasoactive medication use. Only higher CRP [OR 1.07 (1.01, 1.11), p = 0.034] and lower LVEF [0.91 (0.84,0.98), p = 0.015] remained independently significant. Among those with normal admission LVEF (78%, 92/118), 43% received vasoactive medication and only higher BNP [OR 1.09 (1.02,1.19), p = 0.021 per 100 pg/mL] and higher CRP [OR 1.07 (1.02,1.14), p = 0.013] were associated with use of vasoactive medication. Nearly half of all children admitted for MIS-C subsequently received vasoactive medication, including those admitted with a normal LVEF. Similarly, admission strain parameters were not discriminatory. Laboratory markers of systemic inflammation and cardiac injury may better predict early MIS-C disease severity.
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Affiliation(s)
- Matthew Beaver
- Department of Pediatrics, Division of Pediatric Cardiology, University of Utah, Salt Lake City, UT, USA.
- Primary Children's Hospital Outpatient Services, 81 N. Mario Capecchi Drive, Salt Lake City, UT, 84113, USA.
| | - Bryan Jepson
- Department of Pediatrics, Division of Pediatric Cardiology, University of Utah, Salt Lake City, UT, USA
| | - Edem Binka
- Department of Pediatrics, Division of Pediatric Cardiology, University of Utah, Salt Lake City, UT, USA
| | - Dongngan Truong
- Department of Pediatrics, Division of Pediatric Cardiology, University of Utah, Salt Lake City, UT, USA
| | - Hillary Crandall
- Department of Pediatrics, Division of Pediatric Critical Care, University of Utah, Salt Lake City, UT, USA
| | - Carol McFarland
- Department of Pediatrics, Division of Pediatric Cardiology, University of Utah, Salt Lake City, UT, USA
| | - Richard Williams
- Department of Pediatrics, Division of Pediatric Cardiology, University of Utah, Salt Lake City, UT, USA
| | - Zhining Ou
- Department of Internal Medicine, Division of Epidemiology, University of Utah, Salt Lake City, UT, USA
| | - Erin Treemarcki
- Department of Pediatrics, Division of Rheumatology, University of Utah, Salt Lake City, UT, USA
| | - Devri Jensen
- Intermountain Primary Children's Hospital, Salt Lake City, UT, USA
| | - L LuAnn Minich
- Department of Pediatrics, Division of Pediatric Cardiology, University of Utah, Salt Lake City, UT, USA
| | - John L Colquitt
- Department of Pediatrics, Division of Pediatric Cardiology, University of Utah, Salt Lake City, UT, USA
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Magoon R, Sharma AG, Yadav N, Choupoo NS. Hemodynamics: Strangers to Lung-kidney Crosstalk in ARDS? Indian J Crit Care Med 2024; 28:181-182. [PMID: 38323247 PMCID: PMC10839933 DOI: 10.5005/jp-journals-10071-24581] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2024] Open
Abstract
How to cite this article: Magoon R, Sharma AG, Yadav N, Choupoo NS. Hemodynamics: Strangers to Lung-kidney Crosstalk in ARDS? Indian J Crit Care Med 2024;28(2):177-178.
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Affiliation(s)
- Rohan Magoon
- Department of Anaesthesia, Atal Bihari Vajpayee Institute of Medical Sciences and Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Anupama Gill Sharma
- Department of Anaesthesia, Atal Bihari Vajpayee Institute of Medical Sciences and Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Nidhi Yadav
- Department of Anaesthesia, Atal Bihari Vajpayee Institute of Medical Sciences and Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Nang Sujali Choupoo
- Department of Anaesthesia, Atal Bihari Vajpayee Institute of Medical Sciences and Dr. Ram Manohar Lohia Hospital, New Delhi, India
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Wang B, Chen J, Pan X, Xu B, Ouyang J. A nomogram for predicting mortality risk within 30 days in sepsis patients admitted in the emergency department: A retrospective analysis. PLoS One 2024; 19:e0296456. [PMID: 38271366 PMCID: PMC10810512 DOI: 10.1371/journal.pone.0296456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 12/04/2023] [Indexed: 01/27/2024] Open
Abstract
OBJECTIVE To establish and validate an individualized nomogram to predict mortality risk within 30 days in patients with sepsis from the emergency department. METHODS Data of 1205 sepsis patients who were admitted to the emergency department in a tertiary hospital between Jun 2013 and Sep 2021 were collected and divided into a training group and a validation group at a ratio of 7:3. The independent risk factors related to 30-day mortality were identified by univariate and multivariate analysis in the training group and used to construct the nomogram. The model was evaluated by receiver operating characteristic (ROC) curve, calibration chart and decision curve analysis. The model was validated in patients of the validation group and its performance was confirmed by comparing to other models based on SOFA score and machine learning methods. RESULTS The independent risk factors of 30-day mortality of sepsis patients included pro-brain natriuretic peptide, lactic acid, oxygenation index (PaO2/FiO2), mean arterial pressure, and hematocrit. The AUCs of the nomogram in the training and verification groups were 0.820 (95% CI: 0.780-0.860) and 0.849 (95% CI: 0.783-0.915), respectively, and the respective P-values of the calibration chart were 0.996 and 0.955. The DCA curves of both groups were above the two extreme curves, indicating high clinical efficacy. The AUC values were 0.847 for the model established by the random forest method and 0.835 for the model established by the stacking method. The AUCs of SOFA model in the model and validation groups were 0.761 and 0.753, respectively. CONCLUSION The sepsis nomogram can predict the risk of death within 30 days in sepsis patients with high accuracy, which will be helpful for clinical decision-making.
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Affiliation(s)
- Bin Wang
- Department of Emergency, Affiliated Dongyang Hospital of Wenzhou Medical University, Jinhua City, China
| | - Jianping Chen
- Department of Emergency, Affiliated Dongyang Hospital of Wenzhou Medical University, Jinhua City, China
| | - Xinling Pan
- Department of Biomedical Sciences Laboratory, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, Jinhua City, China
| | - Bingzheng Xu
- Department of Emergency, Affiliated Dongyang Hospital of Wenzhou Medical University, Jinhua City, China
| | - Jian Ouyang
- Department of Emergency, Affiliated Dongyang Hospital of Wenzhou Medical University, Jinhua City, China
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Xu Z, Huang M. A dynamic nomogram for predicting 28-day mortality in septic shock: a Chinese retrospective cohort study. PeerJ 2024; 12:e16723. [PMID: 38282860 PMCID: PMC10812607 DOI: 10.7717/peerj.16723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 12/04/2023] [Indexed: 01/30/2024] Open
Abstract
Background Septic shock is a severe life-threatening disease, and the mortality of septic shock in China was approximately 37.3% that lacks prognostic prediction model. This study aimed to develop and validate a prediction model to predict 28-day mortality for Chinese patients with septic shock. Methods This retrospective cohort study enrolled patients from Intensive Care Unit (ICU) of the Second Affiliated Hospital, School of Medicine, Zhejiang University between December 2020 and September 2021. We collected patients' clinical data: demographic data and physical condition data on admission, laboratory data on admission and treatment method. Patients were randomly divided into training and testing sets in a ratio of 7:3. Univariate logistic regression was adopted to screen for potential predictors, and stepwise regression was further used to screen for predictors in the training set. Prediction model was constructed based on these predictors. A dynamic nomogram was performed based on the results of prediction model. Using receiver operator characteristic (ROC) curve to assess predicting performance of dynamic nomogram, which were compared with Sepsis Organ Failure Assessment (SOFA) and Acute Physiology and Chronic Health Evaluation II (APACHE II) systems. Results A total of 304 patients with septic shock were included, with a 28-day mortality of 25.66%. Systolic blood pressure, cerebrovascular disease, Na, oxygenation index (PaO2/FiO2), prothrombin time, glucocorticoids, and hemodialysis were identified as predictors for 28-day mortality in septic shock patients, which were combined to construct the predictive model. A dynamic nomogram (https://zhijunxu.shinyapps.io/DynNomapp/) was developed. The dynamic nomogram model showed a good discrimination with area under the ROC curve of 0.829 in the training set and 0.825 in the testing set. Additionally, the study suggested that the dynamic nomogram has a good predictive value than SOFA and APACHE II. Conclusion The dynamic nomogram for predicting 28-day mortality in Chinese patients with septic shock may help physicians to assess patient survival and optimize personalized treatment strategies for septic shock.
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Affiliation(s)
- Zhijun Xu
- Department of Intensive Care Unit, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Man Huang
- Department of Intensive Care Unit, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
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Zhang Y, Xu W, Yang P, Zhang A. Machine learning for the prediction of sepsis-related death: a systematic review and meta-analysis. BMC Med Inform Decis Mak 2023; 23:283. [PMID: 38082381 PMCID: PMC10712076 DOI: 10.1186/s12911-023-02383-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 11/28/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Sepsis is accompanied by a considerably high risk of mortality in the short term, despite the availability of recommended mortality risk assessment tools. However, these risk assessment tools seem to have limited predictive value. With the gradual integration of machine learning into clinical practice, some researchers have attempted to employ machine learning for early mortality risk prediction in sepsis patients. Nevertheless, there is a lack of comprehensive understanding regarding the construction of predictive variables using machine learning and the value of various machine learning methods. Thus, we carried out this systematic review and meta-analysis to explore the predictive value of machine learning for sepsis-related death at different time points. METHODS PubMed, Embase, Cochrane, and Web of Science databases were searched until August 9th, 2022. The risk of bias in predictive models was assessed using the Prediction model Risk of Bias Assessment Tool (PROBAST). We also performed subgroup analysis according to time of death and type of model and summarized current predictive variables used to construct models for sepsis death prediction. RESULTS Fifty original studies were included, covering 104 models. The combined Concordance index (C-index), sensitivity, and specificity of machine learning models were 0.799, 0.81, and 0.80 in the training set, and 0.774, 0.71, and 0.68 in the validation set, respectively. Machine learning outperformed conventional clinical scoring tools and showed excellent C-index, sensitivity, and specificity in different subgroups. Random Forest (RF) and eXtreme Gradient Boosting (XGBoost) are the preferred machine learning models because they showed more favorable accuracy with similar modeling variables. This study found that lactate was the most frequent predictor but was seriously ignored by current clinical scoring tools. CONCLUSION Machine learning methods demonstrate relatively favorable accuracy in predicting the mortality risk in sepsis patients. Given the limitations in accuracy and applicability of existing prediction scoring systems, there is an opportunity to explore updates based on existing machine learning approaches. Specifically, it is essential to develop or update more suitable mortality risk assessment tools based on the specific contexts of use, such as emergency departments, general wards, and intensive care units.
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Affiliation(s)
- Yan Zhang
- Department of Critical Care Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Weiwei Xu
- Department of Endocrine and Metabolic Diseases, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Ping Yang
- Department of Critical Care Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China.
| | - An Zhang
- Department of Critical Care Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China.
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12
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Weeks P, Dunton K, Gulbis B, Jumean M, Janowiak L, Banjac I, Radovancevic R, Gregoric I, Kar B. Comparison of survival by vasoactive-inotropic score in patients receiving veno-arterial extracorporeal life support. Int J Artif Organs 2023; 46:592-596. [PMID: 37622440 DOI: 10.1177/03913988231193443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/26/2023]
Abstract
After the initiation of veno-arterial extracorporeal membrane oxygenation (V-A ECMO) for hemodynamic support, patients often require vasopressor and inotropic medications to support their blood pressure and cardiac contractility. The vasoactive-inotropic score (VIS) is a standardized calculation of vasopressor and inotrope equivalence, which uses coefficients for each medication to calculate a total value. This study evaluated the association between the 30-day survival of patients receiving V-A ECMO support and the VIS calculated 24 h after ECMO cannulation (VIS24). This was a single-center, retrospective, observational cohort study. The median VIS24 of the entire cohort was 6.0, and was determined as a cutoff for comparison. Patients with a VIS24 < 6.0 were assigned to a group, and those with a VIS24 ≥ 6.0 were assigned to a second group. Patients with a VIS24 < 6.0 had higher 30-day survival than those with a VIS24 ≥ 6.0 (54.5% vs 41.4%; p = 0.03). The group with a VIS24 < 6.0 also had significantly improved survival to decannulation of ECMO support; however, there was no difference in the survival to hospital discharge. We conducted a secondary analysis of quartiles and determined that individuals with a VIS24 > 11.4 had the lowest survival in the cohort. This finding may help identify patients with the lowest probability of 30-day survival in those receiving V-A ECMO for hemodynamic support.
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Affiliation(s)
| | | | - Brian Gulbis
- Memorial Hermann Health System, Houston, TX, USA
| | - Marwan Jumean
- The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Lisa Janowiak
- The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Igor Banjac
- The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Rajko Radovancevic
- The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Igor Gregoric
- The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Biswajit Kar
- The University of Texas Health Science Center at Houston, Houston, TX, USA
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Dunton K, Weeks PA, Gulbis B, Jumean M, Kumar S, Janowiak L, Banjac I, Radovancevic R, Gregoric I, Kar B. Evaluation of Vasoactive-Inotropic Score and Survival to Decannulation in Adult Patients on Venoarterial Extracorporeal Life Support: An Observational Cohort Study. ASAIO J 2023; 69:873-878. [PMID: 37155964 DOI: 10.1097/mat.0000000000001982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2023] Open
Abstract
Extracorporeal life support with venoarterial extracorporeal membrane oxygenation (VA-ECMO) is used to assist circulation in patients with severe cardiogenic shock or cardiac arrest. The vasoactive-inotropic score (VIS) is a standardized calculation of vasoactive medication support which uses coefficients for each medication that converts them to an equivalent value. The purpose of this study was to assess the VIS as an early prognostication tool for survival to decannulation patients on adult VA-ECMO support. This was a single-center, observational cohort study of adult patients who received VA-ECMO support compared based on their survival to decannulation. The primary endpoint was the VIS at hour 24 postcannulation. Among the 265 patients included in this study, 140 patients (52.8%) survived to decannulation of VA-ECMO. At 24 hours postcannulation, a lower VIS was observed in the group that survived decannulation (6.5 ± 7.5 vs. 12.3 ± 16.9; p < 0.001). Multivariate analysis performed also demonstrates an association between 24-hour VIS and survival to decannulation (odds ratio 0.95; 95% confidence interval, 0.91-0.95). This study suggests that the 24-hour VIS may be an early prognostic indicator in patients on VA-ECMO patients. http://links.lww.com/ASAIO/B39.
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Affiliation(s)
- Kelly Dunton
- From the Department of Pharmacy, Memorial Hermann-Texas Medical Center, Houston, Texas
- Department of Pharmacy, AdventHealth, Orlando, Florida
| | - Phillip A Weeks
- From the Department of Pharmacy, Memorial Hermann-Texas Medical Center, Houston, Texas
| | - Brian Gulbis
- From the Department of Pharmacy, Memorial Hermann-Texas Medical Center, Houston, Texas
| | - Marwan Jumean
- Department of Advanced Cardiopulmonary Therapies and Transplantation, Center for Advanced Heart Failure, University of Texas Health Science Center at Houston, Houston, Texas
| | - Sachin Kumar
- Department of Advanced Cardiopulmonary Therapies and Transplantation, Center for Advanced Heart Failure, University of Texas Health Science Center at Houston, Houston, Texas
| | - Lisa Janowiak
- Department of Advanced Cardiopulmonary Therapies and Transplantation, Center for Advanced Heart Failure, University of Texas Health Science Center at Houston, Houston, Texas
| | - Igor Banjac
- Department of Advanced Cardiopulmonary Therapies and Transplantation, Center for Advanced Heart Failure, University of Texas Health Science Center at Houston, Houston, Texas
| | - Rajko Radovancevic
- Department of Advanced Cardiopulmonary Therapies and Transplantation, Center for Advanced Heart Failure, University of Texas Health Science Center at Houston, Houston, Texas
| | - Igor Gregoric
- Department of Advanced Cardiopulmonary Therapies and Transplantation, Center for Advanced Heart Failure, University of Texas Health Science Center at Houston, Houston, Texas
| | - Biswajit Kar
- Department of Advanced Cardiopulmonary Therapies and Transplantation, Center for Advanced Heart Failure, University of Texas Health Science Center at Houston, Houston, Texas
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Kim H, Park YS, Kim JH, Choi YA, Park JW, Lee YH. DEVELOPMENT OF SCORE SYSTEM BASED ON POINT-OF-CARE ULTRASOUND TO PREDICT VASOPRESSOR REQUIREMENT FOR EMERGENCY PATIENTS WITH CARDIOPULMONARY SYMPTOMS. Shock 2023; 60:34-41. [PMID: 37209410 DOI: 10.1097/shk.0000000000002150] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
ABSTRACT Objectives : Patients with cardiopulmonary symptoms admitted to the emergency department (ED) have high mortality and intensive care unit admission rates. We developed a new scoring system comprising concise triage information, point-of-care ultrasound, and lactate levels to predict vasopressor requirements. Methods : This retrospective observational study was conducted at a tertiary academic hospital. Patients with cardiopulmonary symptoms who visited the ED and underwent point-of-care ultrasound between January 2018 and December 2021 were enrolled. The influence of demographic and clinical findings on the requirement for vasopressor support within 24 h of ED admission was investigated. A new scoring system was developed using key components after stepwise multivariable logistic regression analysis. Prediction performance was evaluated using the area under the receiver operating characteristic curve (AUC), sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). Results : A total of 2,057 patients were analyzed. A stepwise multivariable logistic regression model showed high predictive performance in the validation cohort (AUC, 0.87). Eight key components were selected: hypotension, chief complaint, and fever at ED admission, and way of ED visit, systolic dysfunction, regional wall motion abnormalities, inferior vena cava status, and serum lactate level. The scoring system was developed based on the β coefficients of each component: accuracy, 0.8079; sensitivity, 0.8057; specificity, 0.8214; PPV, 0.9658; and NPV, 0.4035, with a cutoff value according to the Youden index. Conclusions : A new scoring system was developed to predict vasopressor requirements in adult ED patients with cardiopulmonary symptoms. This system can serve as a decision-support tool to guide efficient assignment of emergency medical resources.
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Affiliation(s)
- Hayoung Kim
- Department of Emergency Medicine, Seoul National University Hospital
| | | | - Jin Hee Kim
- Department of Emergency Medicine, Seoul National University Hospital
| | - Yun Ang Choi
- Department of Emergency Medicine, Seoul National University Hospital
| | - Joong Wan Park
- Department of Emergency Medicine, Seoul National University Hospital
| | - Yong Hee Lee
- Department of Emergency Medicine, Seoul National University Hospital
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15
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Kanna G, Patodia S, Annigeri RA, Ramakrishnan N, Venkataraman R. Prevalence of Augmented Renal Clearance (ARC), Utility of Augmented Renal Clearance Scoring System (ARC score) and Augmented Renal Clearance in Trauma Intensive Care Scoring System (ARCTIC score) in Predicting ARC in the Intensive Care Unit: Proactive Study. Indian J Crit Care Med 2023; 27:433-443. [PMID: 37378369 PMCID: PMC10291663 DOI: 10.5005/jp-journals-10071-24479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 05/17/2023] [Indexed: 06/29/2023] Open
Abstract
Objectives We aimed to study the prevalence of augmented renal clearance (ARC) and validate the utility of ARC and ARCTIC scores. We also aimed to assess the correlation and agreement between estimated GFR (eGFR-EPI) and 8-hour measured creatinine clearance (8 hr-mCLcr). Study design and methodology This was a prospective, observational study done in the mixed medical-surgical intensive care unit (ICU) and 90 patients were recruited. 8 hr-mCLcr, ARC, and ARCTIC scores and eGFR-EPI were calculated for all patients. ARC was said to be present if 8 hr-mCLcr was ≥ 130 mL/min. Results Four patients were excluded from the analysis. The prevalence of ARC was 31.4%. The sensitivity, specificity, and positive and negative predictive values of ARC and ARCTIC scores were found to be 55.6, 84.7, 62.5, 80.6, and 85.2, 67.8, 54.8, and 90.9 respectively. AUROC for ARC and ARCTIC scores were 0.802 and 0.765 respectively. A strong positive correlation and poor agreement were observed between eGFR-EPI and 8 hr-mCLcr. Conclusion The prevalence of ARC was significant and the ARCTIC score showed good potential as a screening tool to predict ARC. Lowering the cut-off of ARC score to ≥5 improved its utility in predicting ARC. Despite its poor agreement with 8 hr-mCLcr, eGFR-EPI with a cut-off ≥114 mL/min showed utility in predicting ARC. How to cite this article Kanna G, Patodia S, Annigeri RA, Ramakrishnan N, Venkataraman R. Prevalence of Augmented Renal Clearance (ARC), Utility of Augmented Renal Clearance Scoring System (ARC score) and Augmented Renal Clearance in Trauma Intensive Care Scoring System (ARCTIC score) in Predicting ARC in the Intensive Care Unit: Proactive Study. Indian J Crit Care Med 2023;27(6):433-443.
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Affiliation(s)
- Girish Kanna
- Department of Critical Care Medicine, Apollo Hospitals, Chennai, Tamil Nadu, India
| | - Sristi Patodia
- Department of Critical Care Medicine, Apollo Hospitals, Chennai, Tamil Nadu, India
| | - Rajeev A Annigeri
- Department of Nephrology, Apollo Hospitals, Chennai, Tamil Nadu, India
| | | | - Ramesh Venkataraman
- Department of Critical Care Medicine, Apollo Hospitals, Chennai, Tamil Nadu, India
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16
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Jentzer JC, Patel PC, Van Diepen S, Morrow DA, Barsness GW, Kashani KB. CHANGES IN VASOACTIVE DRUG REQUIREMENTS AND MORTALITY IN CARDIAC INTENSIVE CARE UNIT PATIENTS. Shock 2023; 59:864-870. [PMID: 37037002 DOI: 10.1097/shk.0000000000002123] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
Abstract
ABSTRACT Background: The Society for Cardiovascular Angiography and Intervention (SCAI) Shock Classification can define shock severity. We evaluated the vasoactive-inotropic score (VIS) combined with the SCAI Shock Classification for mortality risk stratification. Methods: This was a single-center retrospective cohort analysis including Mayo Clinic cardiac intensive care unit patients from 2007 to 2015. The peak VIS was calculated at 1 and 24 h after cardiac intensive care unit admission. In-hospital mortality was evaluated using multivariable logistic regression. Results: Of 9,916 included patients, vasoactive drugs were used in 875 (8.8%) within 1 h and 2,196 (22.1%) within 24 h. A total of 888 patients (9.0%) died during hospitalization. Patients who required vasoactive drugs within 1 h had higher in-hospital mortality (adjusted odds ratio [OR], 1.30; 95% confidence interval [CI], 1.03-1.65; P = 0.03) and in-hospital mortality rose with the VIS during the first 1 h (adjusted OR per 10 units, 1.22; 95% CI, 1.12-1.33; P < 0.001). The increase in VIS from 1 to 24 h was associated with higher in-hospital mortality (adjusted OR per 10 units, 1.16; 95% CI, 1.10-1.21; P < 0.001). These results were consistent in the 1,067 patients (10.9%) with cardiogenic shock. A gradient of in-hospital mortality was observed according to the VIS at 1 h and the increase in VIS from 1 to 24 h. Conclusions: Higher vasoactive drug requirements portend a higher risk of mortality, particularly a high VIS early after admission. The VIS provides incremental prognostic information beyond the SCAI Shock Classification, emphasizing the continuum of risk that exists across the spectrum of shock severity.
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Affiliation(s)
| | - Parag C Patel
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, Florida
| | - Sean Van Diepen
- Department of Critical Care Medicine and Division of Cardiology, Department of Medicine, University of Alberta Hospital, Edmonton, Alberta, Canada
| | - David A Morrow
- TIMI Study Group, Cardiovascular Division, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Gregory W Barsness
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Kianoush B Kashani
- Division of Pulmonary and Critical Care Medicine and Division of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota
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17
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Bansal M, Mehta A, Machanahalli Balakrishna A, Kalyan Sundaram A, Kanwar A, Singh M, Vallabhajosyula S. RIGHT VENTRICULAR DYSFUNCTION IN SEPSIS: AN UPDATED NARRATIVE REVIEW. Shock 2023; 59:829-837. [PMID: 36943772 DOI: 10.1097/shk.0000000000002120] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2023]
Abstract
ABSTRACT Sepsis is a multisystem disease process, which constitutes a significant public health challenge and is associated with high morbidity and mortality. Among other systems, sepsis is known to affect the cardiovascular system, which may manifest as myocardial injury, arrhythmias, refractory shock, and/or septic cardiomyopathy. Septic cardiomyopathy is defined as the reversible systolic and/or diastolic dysfunction of one or both ventricles. Left ventricle dysfunction has been extensively studied in the past, and its prognostic role in patients with sepsis is well documented. However, there is relatively scarce literature on right ventricle (RV) dysfunction and its role. Given the importance of timely detection of septic cardiomyopathy and its bearing on prognosis of patients, the role of RV dysfunction has come into renewed focus. Hence, through this review, we sought to describe the pathophysiology of RV dysfunction in sepsis and what have we learnt so far about its multifactorial nature. We also elucidate the roles of different biomarkers for its detection and prognosis, along with appropriate management of such patient population.
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Affiliation(s)
- Mridul Bansal
- Section of Cardiovascular Medicine, Department of Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Aryan Mehta
- Section of Cardiovascular Medicine, Department of Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | | | - Arvind Kalyan Sundaram
- Section of Cardiovascular Medicine, Department of Medicine, UMass Chan-Baystate Medical Center, Springfield, Massachusetts
| | | | - Mandeep Singh
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
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18
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Khanna AK, Kinoshita T, Natarajan A, Schwager E, Linn DD, Dong J, Ghosh E, Vicario F, Maheshwari K. Association of systolic, diastolic, mean, and pulse pressure with morbidity and mortality in septic ICU patients: a nationwide observational study. Ann Intensive Care 2023; 13:9. [PMID: 36807233 PMCID: PMC9941378 DOI: 10.1186/s13613-023-01101-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 01/21/2023] [Indexed: 02/22/2023] Open
Abstract
BACKGROUND Intensivists target different blood pressure component values to manage intensive care unit (ICU) patients with sepsis. We aimed to evaluate the relationship between individual blood pressure components and organ dysfunction in critically ill septic patients. METHODS In this retrospective observational study, we evaluated 77,328 septic patients in 364 ICUs in the eICU Research Institute database. Primary exposure was the lowest cumulative value of each component; mean, systolic, diastolic, and pulse pressure, sustained for at least 120 min during ICU stay. Primary outcome was ICU mortality and secondary outcomes were composite outcomes of acute kidney injury or death and myocardial injury or death during ICU stay. Multivariable logistic regression spline and threshold regression adjusting for potential confounders were conducted to evaluate associations between exposures and outcomes. Sensitivity analysis was conducted in 4211 patients with septic shock. RESULTS Lower values of all blood pressures components were associated with a higher risk of ICU mortality. Estimated change-points for the risk of ICU mortality were 69 mmHg for mean, 100 mmHg for systolic, 60 mmHg for diastolic, and 57 mmHg for pulse pressure. The strength of association between blood pressure components and ICU mortality as determined by slopes of threshold regression were mean (- 0.13), systolic (- 0.11), diastolic (- 0.09), and pulse pressure (- 0.05). Equivalent non-linear associations between blood pressure components and ICU mortality were confirmed in septic shock patients. We observed a similar relationship between blood pressure components and secondary outcomes. CONCLUSION Blood pressure component association with ICU mortality is the strongest for mean followed by systolic, diastolic, and weakest for pulse pressure. Critical care teams should continue to follow MAP-based resuscitation, though exploratory analysis focusing on blood pressure components in different sepsis phenotypes in critically ill ICU patients is needed.
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Affiliation(s)
- Ashish K Khanna
- Department of Anesthesiology, Section on Critical Care Medicine, Wake Forest School of Medicine, Atrium Health Wake Forest Baptist Medical Center, Perioperative Outcomes and Informatics Collaborative, Winston-Salem, NC, 27106, USA.
- Outcomes Research Consortium, Cleveland, OH, 44195, USA.
| | - Takahiro Kinoshita
- Philips Research North America, 222 Jacobs St, Cambridge, MA, 02141, USA
| | | | - Emma Schwager
- Philips Research North America, 222 Jacobs St, Cambridge, MA, 02141, USA
| | - Dustin D Linn
- Philips Research North America, 222 Jacobs St, Cambridge, MA, 02141, USA
| | - Junzi Dong
- Philips Research North America, 222 Jacobs St, Cambridge, MA, 02141, USA
| | - Erina Ghosh
- Philips Research North America, 222 Jacobs St, Cambridge, MA, 02141, USA
| | - Francesco Vicario
- Philips Research North America, 222 Jacobs St, Cambridge, MA, 02141, USA
| | - Kamal Maheshwari
- Department of General Anesthesia and Outcomes Research, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, 44195, USA
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Comprehensive Monitoring in Patients With Dual Lumen Right Atrium to Pulmonary Artery Right Ventricular Assist Device. ASAIO J 2022; 68:1461-1469. [PMID: 35239539 PMCID: PMC9579997 DOI: 10.1097/mat.0000000000001684] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Right ventricular assist devices (RVADs) can be used in patients with acute right heart failure. A novel device that has recently been deployed is the right atrium to pulmonary artery (RA-PA) dual lumen single cannula (DLSC). One of the limitations is that it occupies a large proportion of the right ventricular outflow tract and PA; therefore, standard continuous hemodynamic monitoring with a pulmonary artery catheter is commonly not used. Serial echocardiography is pivotal for device deployment, monitoring device position, assessing RV readiness for decannulation, and surveilling for short-term complications. We performed a retrospective case series of 24 patients with RA-PA DLSC RVAD assessing echocardiographic RV progression and vasoactive infusion requirements. The overall survival was 66.6%. The average vasoactive infusion score at the time of cannulation was 24.9 ± 43.9, at decannulation in survivors 4.6 ± 4.9 vs . 25.4 ± 21.5 in nonsurvivors, and 2.7 ± 4.9 at 48 hours post decannulation. On echocardiography, the average visual estimate of RV systolic function encoded (0 = none and 5 = severe) in survivors was 3.9 ± 1.2, 2.8 ± 1.6, 2.5 ± 1.7, and 2.8 ± 1.9, respectively, and in nonsurvivors 3.8 ± 1.6 and 3.4 ± 1.8, respectively. This demonstrated an RV systolic function improvement over time in survivors as opposed to nonsurvivors. This was also demonstrated in RV size visual estimate, respectively. Quantitatively, at the predefined four timepoints, the RV:LV, tricuspid annular plane systolic excursion, and fractional area change all improve over time and there is statistically significant difference in survivors versus nonsurvivors. In this study, we describe a cohort of patients treated with RA-PA DLSC RVAD. We illustrate the critical nature of echocardiographic measures to rate the progression of RV function, improvement in vasoactive infusion requirements, and ventilator parameters with the RA-PA DLSC.
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20
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Dou QL, Liu J, Zhang W, Wang CW, Gu Y, Li N, Hu R, Hsu WT, Huang AH, Tong HS, Hsu TC, Hsu CA, Xu J, Lee CC. Dynamic changes in heparin-binding protein as a prognostic biomarker for 30-day mortality in sepsis patients in the intensive care unit. Sci Rep 2022; 12:10751. [PMID: 35750778 PMCID: PMC9232494 DOI: 10.1038/s41598-022-14827-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 05/10/2022] [Indexed: 11/09/2022] Open
Abstract
Heparin-binding protein (HBP) has been shown to be a robust predictor of the progression to organ dysfunction from sepsis, and we hypothesized that dynamic changes in HBP may reflect the severity of sepsis. We therefore aim to investigate the predictive value of baseline HBP, 24-h, and 48-h HBP change for prediction of 30-day mortality in adult patients with sepsis. This is a prospective observational study in an intensive care unit of a tertiary center. Patients aged 20 years or older who met SEPSIS-3 criteria were prospectively enrolled from August 2019 to January 2020. Plasma levels of HBP were measured at admission, 24 h, and 48 h and dynamic changes in HBP were calculated. The Primary endpoint was 30-day mortality. We tested whether the biomarkers could enhance the predictive accuracy of a multivariable predictive model. A total of 206 patients were included in the final analysis. 48-h HBP change (HBPc-48 h) had greater predictive accuracy of area under the curve (AUC: 0.82), followed by baseline HBP (0.79), PCT (0.72), lactate (0.71), and CRP (0.65), and HBPc-24 h (0.62). Incorporation of HBPc-48 h into a clinical prediction model significantly improved the AUC from 0.85 to 0.93. HBPc-48 h may assist clinicians with clinical outcome prediction in critically ill patients with sepsis and can improve the performance of a prediction model including age, SOFA score and Charlson comorbidity index.
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Affiliation(s)
- Qing-Li Dou
- Department of Emergency Medicine, The People's Hospital of Baoan Shenzhen, Shenzhen, China
- Department of Emergency Medicine, The Second Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Jiangping Liu
- Department of Emergency Medicine, The People's Hospital of Baoan Shenzhen, Shenzhen, China
- Department of Emergency Medicine, The Second Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Wenwu Zhang
- Department of Emergency Medicine, The People's Hospital of Baoan Shenzhen, Shenzhen, China
- Department of Emergency Medicine, The Second Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Ching-Wei Wang
- Health Data Science Research Group, Department of Emergency Medicine, The Centre for Intelligent Healthcare, National Taiwan University Hospital, No. 7, Chung-Shan South Road, Taipei, 100, Taiwan
| | - Yanan Gu
- Department of Emergency Medicine, The People's Hospital of Baoan Shenzhen, Shenzhen, China
- Department of Emergency Medicine, The Second Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Na Li
- Department of Emergency Medicine, The People's Hospital of Baoan Shenzhen, Shenzhen, China
- Department of Emergency Medicine, The Second Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Rui Hu
- Department of Emergency Medicine, The People's Hospital of Baoan Shenzhen, Shenzhen, China
- Department of Emergency Medicine, The Second Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Wan-Ting Hsu
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Amy Huaishiuan Huang
- Health Data Science Research Group, Department of Emergency Medicine, The Centre for Intelligent Healthcare, National Taiwan University Hospital, No. 7, Chung-Shan South Road, Taipei, 100, Taiwan
| | - Hoi Sin Tong
- Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Tzu-Chun Hsu
- Health Data Science Research Group, Department of Emergency Medicine, The Centre for Intelligent Healthcare, National Taiwan University Hospital, No. 7, Chung-Shan South Road, Taipei, 100, Taiwan
| | - Cheng-An Hsu
- Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jun Xu
- Department of Emergency Medicine, Peking Union Medical College Hospital, Beijing, 100730, China.
| | - Chien-Chang Lee
- Health Data Science Research Group, Department of Emergency Medicine, The Centre for Intelligent Healthcare, National Taiwan University Hospital, No. 7, Chung-Shan South Road, Taipei, 100, Taiwan.
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Abstract
ABSTRACT Despite advances in early revascularization, percutaneous hemodynamic support platforms, and systems of care, cardiogenic shock (CS) remains associated with a mortality rate higher than 50%. Several risk stratification models have been derived since the 1990 s to identify patients at high risk of adverse outcomes. Still, limited information is available on the differences between scoring systems and their relative applicability to both acute myocardial infarction and advanced decompensated heart failure CS. Thus, we reviewed the similarities, differences, and limitations of published CS risk prediction models and herein discuss their suitability to the contemporary management of CS care.
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Vallabhajosyula S, Katz JN, Menon V. Quantification of Vasoactive Medications and the "Pharmaco-Mechanical Continuum" in Cardiogenic Shock. Circ Heart Fail 2022; 15:e008736. [PMID: 35187948 DOI: 10.1161/circheartfailure.121.008736] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Saraschandra Vallabhajosyula
- Section of Cardiovascular Medicine, Department of Medicine, Wake Forest University School of Medicine, Winston-Salem, NC (S.V.)
| | - Jason N Katz
- Division of Cardiovascular Diseases, Department of Medicine, Duke University School of Medicine, Durham, NC (J.N.K.)
| | - Venu Menon
- Section of Clinical Cardiology, Department of Cardiovascular Medicine, Cleveland Clinic Foundation, OH (V.M.)
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24
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Shankar A, Gurumurthy G, Sridharan L, Gupta D, Nicholson WJ, Jaber WA, Vallabhajosyula S. A Clinical Update on Vasoactive Medication in the Management of Cardiogenic Shock. CLINICAL MEDICINE INSIGHTS-CARDIOLOGY 2022; 16:11795468221075064. [PMID: 35153521 PMCID: PMC8829716 DOI: 10.1177/11795468221075064] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 12/13/2021] [Indexed: 11/17/2022]
Abstract
This is a focused review looking at the pharmacological support in cardiogenic shock. There are a plethora of data evaluating vasopressors and inotropes in septic shock, but the data are limited for cardiogenic shock. This review article describes in detail the pathophysiology of cardiogenic shock, the mechanism of action of different vasopressors and inotropes emphasizing their indications and potential side effects. This review article incorporates the currently used specific risk-prediction models in cardiogenic shock as well as integrates data from many trials on the use of vasopressors and inotropes. Lastly, this review seeks to discuss the future direction for vasoactive medications in cardiogenic shock.
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Affiliation(s)
- Aditi Shankar
- Department of Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, TX, USA
| | | | - Lakshmi Sridharan
- Section of Heart Failure and Cardiac Transplantation, Division of Cardiovascular Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Divya Gupta
- Section of Heart Failure and Cardiac Transplantation, Division of Cardiovascular Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - William J Nicholson
- Section of Interventional Cardiology, Division of Cardiovascular Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Wissam A Jaber
- Section of Interventional Cardiology, Division of Cardiovascular Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Saraschandra Vallabhajosyula
- Section of Interventional Cardiology, Division of Cardiovascular Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
- Section of Cardiovascular Medicine, Department of Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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25
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Jentzer JC, van Diepen S, Hollenberg SM, Lawler PR, Kashani KB. Shock Severity Assessment in Cardiac Intensive Care Unit Patients With Sepsis and Mixed Septic-Cardiogenic Shock. Mayo Clin Proc Innov Qual Outcomes 2022; 6:37-44. [PMID: 35005436 PMCID: PMC8715298 DOI: 10.1016/j.mayocpiqo.2021.11.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
We sought to validate the Society for Cardiovascular Angiography and Interventions (SCAI) cardiogenic shock classification for mortality risk stratification in patients with sepsis and concomitant cardiovascular disease or mixed septic-cardiogenic shock. We conducted a single-center retropective cohort study of cardiac intensive care unit patients with an admission diagnosis of sepsis. We used clinical, vital sign, and laboratory data during the first 24 hours after admission to assign SCAI shock stage. We included 605 patients with a median age of 69.4 years (interquartile range, 57.9 to 79.8 years), 222 of whom (36.7%) were female. Acute coronary syndrome or heart failure was present in 480 patients (79.3%), and cardiogenic shock or cardiac arrest was present in 271 patients (44.8%). The median day 1 Sequential Organ Failure Assessment (SOFA) cardiovascular subscore was 1.5 (interquartile range, 1 to 4), and the admission SCAI shock stage distribution was stage B, 40.7% (246); stage C, 19.3% (117); stage D, 32.9% (199); and stage E, 7.1% (43). In-hospital mortality occurred in 177 of the 605 patients (29.3%) and increased incrementally with higher SCAI shock stage. After multivariable adjustment, admission SCAI shock stage was associated with in-hospital mortality (adjusted odds ratio per stage, 1.46; 95% CI, 1.14 to 1.88; P=.003). Admission SCAI shock stage had higher discrimination for in-hospital mortality than the day 1 SOFA cardiovascular subscore (area under the receiver operating characteristic curve, 0.68 vs 0.64; P=.04 by the DeLong test). Admission SCAI shock stage was associated with 1-year mortality (adjusted hazard ratio per stage, 1.19; 95% CI, 1.03 to 1.37; P=.02). The SCAI shock classification provides improved mortality risk stratification over the day 1 SOFA cardiovascular subscore in cardiac intensive care unit patients with sepsis and concomitant cardiovascular disease or mixed septic-cardiogenic shock.
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Affiliation(s)
- Jacob C Jentzer
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN.,Division of Pulmonary and Critical Care, Mayo Clinic, Rochester, MN.,Department of Internal Medicine, and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
| | - Sean van Diepen
- Department of Critical Care Medicine and Division of Cardiology, Department of Medicine, University of Alberta Hospital, Edmonton, Alberta, Canada
| | - Steven M Hollenberg
- Department of Cardiology, Hackensack University Medical Center, Hackensack, NJ
| | - Patrick R Lawler
- Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada.,Ted Rogers Centre for Heart Research, University of Toronto, Toronto, Ontario, Canada.,Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Kianoush B Kashani
- Division of Pulmonary and Critical Care, Mayo Clinic, Rochester, MN.,Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN
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26
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Vasopressor Load: Sounding the Alarm in Management of Cardiogenic Shock Associated With Acute Myocardial Infarction. Crit Care Med 2021; 49:865-869. [PMID: 33854012 DOI: 10.1097/ccm.0000000000004906] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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27
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Vallabhajosyula S, Shankar A, Vojjini R, Cheungpasitporn W, Sundaragiri PR, DuBrock HM, Sekiguchi H, Frantz RP, Cajigas HR, Kane GC, Oh JK. Impact of Right Ventricular Dysfunction on Short-term and Long-term Mortality in Sepsis. Chest 2021; 159:2254-2263. [DOI: 10.1016/j.chest.2020.12.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 11/27/2020] [Accepted: 12/04/2020] [Indexed: 12/12/2022] Open
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28
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Chotalia M, Matthews T, Arunkumar S, Bangash MN, Parekh D, Patel JM. A time-sensitive analysis of the prognostic utility of vasopressor dose in septic shock. Anaesthesia 2021; 76:1358-1366. [PMID: 33687732 DOI: 10.1111/anae.15453] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/03/2021] [Indexed: 11/28/2022]
Abstract
It is unclear whether the association between vasopressor dose and mortality is affected by duration of administration. We examined whether prognostication in septic shock is feasible through the use of daily median vasopressor doses. We undertook a single-centre retrospective cohort study. We included patients with a diagnosis of septic shock admitted to the intensive care unit at Queen Elizabeth Hospital, Birmingham, UK, between April 2016 and July 2019. The primary outcome measure was 90-day mortality. We defined vasopressor dose as the median norepinephrine equivalent dose (equivalent infusion rates of all vasopressors and inotropes) recorded for each day, for the first four days of septic shock. We divided patients into groups by vasopressor dose quintiles and calculated their 90-day mortality rate. We examined area under the receiver operator characteristic curves for prognostic ability. In total, 844 patients were admitted with septic shock and had a 90-day mortality of 43% (n = 358). Over the first four days, median vasopressor dose decreased in 93% of survivors and increased in 56% of non-survivors. The mortality rate associated with a given vasopressor dose quintile increased on sequential days of septic shock. The area under the receiver operator characteristic curves of daily median vasopressor dose against mortality increased from day 1 to day 4 (0.67 vs. 0.86, p < 0.0001). By day 4, a median daily vasopressor dose > 0.05 μg.kg-1 .min-1 had an 80% sensitivity and specificity for mortality. The prognostic utility of vasopressor dose improved considerably with shock duration. Prolonged administration of small vasopressor doses was associated with a high attributable mortality.
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Affiliation(s)
- M Chotalia
- Department of Anaesthesia and Critical Care, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - T Matthews
- Department of Anaesthesia and Critical Care, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - S Arunkumar
- Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - M N Bangash
- Department of Anaesthesia and Critical Care, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - D Parekh
- Department of Anaesthesia and Critical Care, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - J M Patel
- Department of Anaesthesia and Critical Care, Queen Elizabeth Hospital Birmingham, Birmingham, UK
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29
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Outcomes Associated With Norepinephrine Use Among Cardiac Intensive Care Unit Patients with Severe Shock. Shock 2021; 56:522-528. [DOI: 10.1097/shk.0000000000001767] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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30
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Hargovan S, Gunnarsson R, Carter A, De Costa A, Brooks J, Groch T, Sivalingam S. The 4-Hour Cairns Sepsis Model: A novel approach to predicting sepsis mortality at intensive care unit admission. Aust Crit Care 2021; 34:552-560. [PMID: 33563513 DOI: 10.1016/j.aucc.2020.12.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 12/15/2020] [Accepted: 12/19/2020] [Indexed: 10/22/2022] Open
Abstract
BACKGROUND Sepsis commonly causes intensive care unit (ICU) mortality, yet early identification of adults with sepsis at risk of dying in the ICU remains a challenge. OBJECTIVE The aim of the study was to derive a mortality prediction model (MPM) to assist ICU clinicians and researchers as a clinical decision support tool for adults with sepsis within 4 h of ICU admission. METHODS A cohort study was performed using 500 consecutive admissions between 2014 and 2018 to an Australian tertiary ICU, who were aged ≥18 years and had sepsis. A total of 106 independent variables were assessed against ICU episode-of-care mortality. Multivariable backward stepwise logistic regression derived an MPM, which was assessed on discrimination, calibration, fit, sensitivity, specificity, and predictive values and bootstrapped. RESULTS The average cohort age was 58 years, the Acute Physiology and Chronic Health Evaluation III-j severity score was 72, and the case fatality rate was 12%. The 4-Hour Cairns Sepsis Model (CSM-4) consists of age, history of renal disease, number of vasopressors, Glasgow Coma Scale, lactate, bicarbonate, aspartate aminotransferase, lactate dehydrogenase, albumin, and magnesium with an area under the receiver operating characteristic curve of 0.90 (95% confidence interval = 0.84-0.95, p < 0.00001), a Nagelkerke R2 of 0.51, specificity of 0.94, a negative predictive value of 0.98, and almost identical odds ratios during bootstrapping. The CSM-4 outperformed existing MPMs tested on our data set. The CSM-4 also performed similar to existing MPMs in their derivation papers whilst using fewer, routinely collected, and inexpensive variables. CONCLUSIONS The CSM-4 is a newly derived MPM for adults with sepsis at ICU admission. It displays excellent discrimination, calibration, fit, specificity, negative predictive value, and bootstrapping values whilst being easy to use and inexpensive. External validation is required.
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Affiliation(s)
- Satyen Hargovan
- Cairns and Hinterland Hospital and Health Service, Australia; College of Medicine and Dentistry, James Cook University, Queensland, Australia.
| | - Ronny Gunnarsson
- Research and Development Unit, Primary Health Care and Dental Care, Regionhalsan, Southern Alvsborg County, Region Vastra Gotaland, Sweden; School of Public Health and Community Medicine, Institute of Medicine, The Sahlgrenska Academy, University of Gothenburg, Sweden; Centre for Antibiotic Resistance Research (CARe) at University of Gothenburg, Gothenburg, Sweden
| | - Angus Carter
- College of Medicine and Dentistry, James Cook University, Queensland, Australia; Intensivist and Medical Donation Specialist, Cairns and Hinterland Health Service, Australia
| | - Alan De Costa
- College of Medicine and Dentistry, James Cook University, Queensland, Australia; Department of Surgery, Cairns and Hinterland Hospital and Health Service, Australia
| | - James Brooks
- Cairns and Hinterland Hospital and Health Service, Australia
| | - Taissa Groch
- Cairns and Hinterland Hospital and Health Service, Australia
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31
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Vasoactive-Inotropic Score as an Early Predictor of Mortality in Adult Patients with Sepsis. J Clin Med 2021; 10:jcm10030495. [PMID: 33572578 PMCID: PMC7867010 DOI: 10.3390/jcm10030495] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 01/24/2021] [Accepted: 01/27/2021] [Indexed: 12/29/2022] Open
Abstract
Vasoactive and inotropic medications are essential for sepsis management; however, the association between the maximum Vasoactive-Inotropic score (VISmax) and clinical outcomes is unknown in adult patients with sepsis. We investigated the VISmax as a predictor for mortality among such patients in the emergency department (ED) and compared its prognostic value with that of the sequential organ failure assessment (SOFA) score. This single-center retrospective study included 910 patients diagnosed with sepsis between January 2016 and March 2020. We calculated the VISmax using the highest doses of vasopressors and inotropes administered during the first 6 h on ED admission and categorized it as 0–5, 6–15, 16–30, 31–45, and >45 points. The primary outcome was 30-day mortality. VISmax for 30-day mortality was significantly higher in non-survivors than in survivors. The mortality rates in the five VISmax groups were 17.2%, 20.8%, 33.3%, 54.6%, and 70.0%, respectively. The optimal cut-off value of VISmax to predict 30-day mortality was 31. VISmax had better prognostic value than the cardiovascular component of the SOFA score and initial lactate levels. VISmax was comparable to the APACHE II score in predicting 30-day mortality. Multivariable analysis showed that VISmax 16–30, 31–45, and >45 were independent risk factors for 30-day mortality. VISmax in ED could help clinicians to identify sepsis patients with poor prognosis.
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32
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Josiassen J, Lerche Helgestad OK, Møller JE, Kjaergaard J, Hoejgaard HF, Schmidt H, Jensen LO, Holmvang L, Ravn HB, Hassager C. Hemodynamic and metabolic recovery in acute myocardial infarction-related cardiogenic shock is more rapid among patients presenting with out-of-hospital cardiac arrest. PLoS One 2020; 15:e0244294. [PMID: 33362228 PMCID: PMC7757873 DOI: 10.1371/journal.pone.0244294] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 12/08/2020] [Indexed: 12/19/2022] Open
Abstract
Background Most studies in acute myocardial infarction complicated by cardiogenic shock (AMICS) include patients presenting with and without out-of-hospital cardiac arrest (OHCA). The aim was to compare OHCA and non-OHCA AMICS patients in terms of hemodynamics, management in the intensive care unit (ICU) and outcome. Methods From a cohort corresponding to two thirds of the Danish population, all patients with AMICS admitted from 2010–2017 were individually identified through patient records. Results A total of 1716 AMICS patients were identified of which 723 (42%) presented with OHCA. A total of 1532 patients survived to ICU admission. At the time of ICU arrival, there were no differences between OHCA and non-OHCA AMICS patients in variables commonly used in the AMICS definition (mean arterial pressure (MAP) (72mmHg vs 70mmHg, p = 0.12), lactate (4.3mmol/L vs 4.0mmol/L, p = 0.09) and cardiac output (CO) (4.6L/min vs 4.4L/min, p = 0.30)) were observed. However, during the initial days of ICU treatment OHCA patients had a higher MAP despite a lower need for vasoactive drugs, higher CO, SVO2 and lactate clearance compared to non-OHCA patients (p<0.05 for all). In multivariable analysis outcome was similar but cause of death differed significantly with hypoxic brain injury being leading cause in OHCA and cardiac failure in non-OHCA AMICS patients. Conclusion OHCA and non-OHCA AMICS patients initially have comparable metabolic and hemodynamic profiles, but marked differences develop between the groups during the first days of ICU treatment. Thus, pooling of OHCA and non-OHCA patients as one clinical entity in studies should be done with caution.
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Affiliation(s)
- Jakob Josiassen
- Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- * E-mail:
| | - Ole Kristian Lerche Helgestad
- Department of Cardiology, Odense University Hospital, Odense, Denmark
- Odense Patient data Explorative Network, University of Southern Denmark, Odense, Denmark
| | - Jacob Eifer Møller
- Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Cardiology, Odense University Hospital, Odense, Denmark
- Odense Patient data Explorative Network, University of Southern Denmark, Odense, Denmark
| | - Jesper Kjaergaard
- Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | | | - Henrik Schmidt
- Department of Cardiothoracic Anesthesia, Odense University Hospital, Odense, Denmark
| | | | - Lene Holmvang
- Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Hanne Berg Ravn
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Cardiothoracic Anesthesia, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Christian Hassager
- Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Ayers B, Wood K, Falvey J, Bernstein W, Gosev I. The use of hydroxocobalamin for vasoplegic syndrome in left ventricular assist device patients. Clin Case Rep 2020; 8:1722-1727. [PMID: 32983485 PMCID: PMC7495745 DOI: 10.1002/ccr3.2967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Revised: 05/04/2020] [Accepted: 05/06/2020] [Indexed: 11/18/2022] Open
Abstract
We demonstrate evidence supporting the efficacy of hydroxocobalamin in reducing vasopressor requirements for LVAD patients with refractory vasoplegia. Further study is needed to substantiate these findings and determine its optimal use in practice.
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Affiliation(s)
- Brian Ayers
- Division of Cardiac SurgeryUniversity of Rochester Medical CenterRochesterNYUSA
| | - Katherine Wood
- Division of Cardiac SurgeryUniversity of Rochester Medical CenterRochesterNYUSA
| | | | - Wendy Bernstein
- Department of Anesthesiology and Perioperative MedicineUniversity of Rochester Medical CenterRochesterNYUSA
| | - Igor Gosev
- Division of Cardiac SurgeryUniversity of Rochester Medical CenterRochesterNYUSA
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Hanson ID, Tagami T, Mando R, Kara Balla A, Dixon SR, Timmis S, Almany S, Naidu SS, Baran D, Lemor A, Gorgis S, O'Neill W, Basir MB. SCAI
shock classification in acute myocardial infarction: Insights from the National Cardiogenic Shock Initiative. Catheter Cardiovasc Interv 2020; 96:1137-1142. [DOI: 10.1002/ccd.29139] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 06/09/2020] [Accepted: 06/27/2020] [Indexed: 12/29/2022]
Affiliation(s)
- Ivan D. Hanson
- Department of Cardiovascular Medicine Beaumont Hospital Royal Oak Royal Oak Michigan USA
| | - Travis Tagami
- Department of Cardiovascular Medicine Beaumont Hospital Royal Oak Royal Oak Michigan USA
| | - Ramy Mando
- Department of Cardiovascular Medicine Beaumont Hospital Royal Oak Royal Oak Michigan USA
| | - Abdalla Kara Balla
- Department of Cardiovascular Medicine Beaumont Hospital Royal Oak Royal Oak Michigan USA
| | - Simon R. Dixon
- Department of Cardiovascular Medicine Beaumont Hospital Royal Oak Royal Oak Michigan USA
| | - Steven Timmis
- Department of Cardiovascular Medicine Beaumont Hospital Royal Oak Royal Oak Michigan USA
| | - Steven Almany
- Department of Cardiovascular Medicine Beaumont Hospital Royal Oak Royal Oak Michigan USA
| | - Srihari S. Naidu
- Westchester Medical Center and New York Medical College Valhalla New York USA
| | - David Baran
- Division of Cardiology Sentara Heart Hospital Norfolk Virginia USA
| | - Alejandro Lemor
- Division of Cardiology Henry Ford Hospital Detroit Michigan USA
| | - Sarah Gorgis
- Division of Cardiology Henry Ford Hospital Detroit Michigan USA
| | - William O'Neill
- Division of Cardiology Henry Ford Hospital Detroit Michigan USA
| | - Mir B. Basir
- Division of Cardiology Henry Ford Hospital Detroit Michigan USA
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Vallabhajosyula S, Ponamgi SP, Shrivastava S, Sundaragiri PR, Miller VM. Reporting of sex as a variable in cardiovascular studies using cultured cells: A systematic review. FASEB J 2020; 34:8778-8786. [PMID: 32946179 PMCID: PMC7383819 DOI: 10.1096/fj.202000122r] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 03/05/2020] [Accepted: 03/09/2020] [Indexed: 12/12/2022]
Abstract
Reporting the sex of biological material is critical for transparency and reproducibility in science. This study examined the reporting of the sex of cells used in cardiovascular studies. Articles from 16 cardiovascular journals that publish peer-reviewed studies in cardiovascular physiology and pharmacology in the year 2018 were systematically reviewed using terms "cultured" and "cells." Data were collected on the sex of cells, the species from which the cells were isolated, and the type of cells, and summarized as a systematic review. Sex was reported in 88 (38.6%) of the 228 studies meeting inclusion criteria. Reporting rates varied with Circulation, Cardiovascular Research and American Journal of Physiology: Heart and Circulatory Physiology having the highest rates of sex reporting (>50%). A majority of the studies used cells from male (54.5%) or both male and female animals (32.9%). Humans (31.8%), rats (20.4%), and mice (43.8%) were the most common sources for cells. Cardiac myocytes were the most commonly used cell type (37.0%). Overall reporting of sex of experimental material remains below 50% and is inconsistent among journals. Sex chromosomes in cells have the potential to affect protein expression and molecular signaling pathways and should be consistently reported.
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Affiliation(s)
- Saraschandra Vallabhajosyula
- Department of Cardiovascular MedicineMayo ClinicRochesterMNUSA
- Division of Pulmonary and Critical Care MedicineDepartment of MedicineMayo ClinicRochesterMNUSA
- Center for Clinical and Translational ScienceMayo Clinic Graduate School of Biomedical SciencesMayo ClinicRochesterMNUSA
| | - Shiva P. Ponamgi
- Division of Hospital Internal MedicineDepartment of MedicineMayo ClinicRochesterMNUSA
| | | | | | - Virginia M. Miller
- Department of SurgeryMayo ClinicRochesterMNUSA
- Department of Physiology and Biomedical EngineeringMayo ClinicRochesterMNUSA
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36
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Jentzer JC, van Diepen S, Murphree DH, Ismail AS, Keegan MT, Morrow DA, Barsness GW, Anavekar NS. Admission diagnosis and mortality risk prediction in a contemporary cardiac intensive care unit population. Am Heart J 2020; 224:57-64. [PMID: 32305724 DOI: 10.1016/j.ahj.2020.02.018] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 02/14/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Critical care risk scores can stratify mortality risk among cardiac intensive care unit (CICU) patients, yet risk score performance across common CICU admission diagnoses remains uncertain. METHODS We evaluated performance of the Acute Physiology and Chronic Health Evaluation (APACHE)-III, APACHE-IV, Sequential Organ Failure Assessment (SOFA) and Oxford Acute Severity of Illness Score (OASIS) scores at the time of CICU admission in common CICU admission diagnoses. Using a database of 9,898 unique CICU patients admitted between 2007 and 2015, we compared the discrimination (c-statistic) and calibration (Hosmer-Lemeshow statistic) of each risk score in patients with selected admission diagnoses. RESULTS Overall hospital mortality was 9.2%. The 3182 (32%) patients with a critical care diagnosis such as cardiac arrest, shock, respiratory failure, or sepsis accounted for >85% of all hospital deaths. Mortality discrimination by each risk score was comparable in each admission diagnosis (c-statistic 95% CI values were generally overlapping for all scores), although calibration was variable and best with APACHE-III. The c-statistic values for each score were 0.85-0.86 among patients with acute coronary syndromes, and 0.76-0.79 among patients with heart failure. Discrimination for each risk score was lower in patients with critical care diagnoses (c-statistic range 0.68-0.78) compared to non-critical cardiac diagnoses (c-statistic range 0.76-0.86). CONCLUSIONS The tested risk scores demonstrated inconsistent performance for mortality risk stratification across admission diagnoses in this CICU population, emphasizing the need to develop improved tools for mortality risk prediction among critically-ill CICU patients.
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Affiliation(s)
- Jacob C Jentzer
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN; Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
| | - Sean van Diepen
- Department of Critical Care Medicine and Division of Cardiology, Department of Medicine, University of Alberta Hospital, Edmonton, Alberta.
| | | | - Abdalla S Ismail
- Multidisciplinary Epidemiology and Translational Research in Intensive Care (METRIC) Group, Mayo Clinic, Rochester, MN.
| | - Mark T Keegan
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN.
| | - David A Morrow
- TIMI Study Group, Cardiovascular Division, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
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Vallabhajosyula S, Shankar A, Patlolla SH, Prasad A, Bell MR, Jentzer JC, Arora S, Vallabhajosyula S, Gersh BJ, Jaffe AS, Holmes DR, Dunlay SM, Barsness GW. Pulmonary artery catheter use in acute myocardial infarction-cardiogenic shock. ESC Heart Fail 2020; 7:1234-1245. [PMID: 32239806 PMCID: PMC7261549 DOI: 10.1002/ehf2.12652] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 01/28/2020] [Accepted: 02/04/2020] [Indexed: 12/17/2022] Open
Abstract
Aims The aim of this study is to evaluate the contemporary use of a pulmonary artery catheter (PAC) in acute myocardial infarction‐cardiogenic shock (AMI‐CS). Methods and results A retrospective cohort of AMI‐CS admissions using the National Inpatient Sample (2000–2014) was identified. Admissions with concomitant cardiac surgery or non‐AMI aetiology for cardiogenic shock were excluded. The outcomes of interest were in‐hospital mortality, resource utilization, and temporal trends in cohorts with and without PAC use. In the non‐PAC cohort, the use and outcomes of right heart catheterization was evaluated. Multivariable regression and propensity matching was used to adjust for confounding. During 2000–2014, 364 001 admissions with AMI‐CS were included. PAC was used in 8.1% with a 75% decrease during over the study period (13.9% to 5.4%). Greater proportion of admissions to urban teaching hospitals received PACs (9.5%) compared with urban non‐teaching (7.1%) and rural hospitals (5.4%); P < 0.001. Younger age, male sex, white race, higher comorbidity, noncardiac organ failure, use of mechanical circulatory support, and noncardiac support were independent predictors of PAC use. The PAC cohort had higher in‐hospital mortality (adjusted odds ratio 1.07 [95% confidence interval 1.04–1.10]), longer length of stay (10.9 ± 10.9 vs. 8.2 ± 9.3 days), higher hospitalization costs ($128 247 ± 138 181 vs. $96 509 ± 116 060), and lesser discharges to home (36.3% vs. 46.4%) (all P < 0.001). In 6200 propensity‐matched pairs, in‐hospital mortality was comparable between the two cohorts (odds ratio 1.01 [95% confidence interval 0.94–1.08]). Right heart catheterization was used in 12.5% of non‐PAC admissions and was a marker of greater severity but did not indicate worse outcomes. Conclusions In AMI‐CS, there was a 75% decrease in PAC use between 2000 and 2014. Admissions receiving a PAC were a higher risk cohort with worse clinical outcomes.
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Affiliation(s)
- Saraschandra Vallabhajosyula
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, 55905, USA.,Center for Clinical and Translational Science, Mayo Clinic Graduate School of Biomedical Sciences, Rochester, MN, 55905, USA
| | - Aditi Shankar
- Department of Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, TX, 75231, USA
| | - Sri Harsha Patlolla
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Abhiram Prasad
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Malcolm R Bell
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Jacob C Jentzer
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, 55905, USA
| | - Shilpkumar Arora
- Division of Cardiovascular Medicine, Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, OH, 44106, USA
| | | | - Bernard J Gersh
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Allan S Jaffe
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - David R Holmes
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Shannon M Dunlay
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Department of Health Science Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Gregory W Barsness
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
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Udesen NLJ, Helgestad OKL, Banke ABS, Frederiksen PH, Josiassen J, Jensen LO, Schmidt H, Edelman ER, Chang BY, Ravn HB, Møller JE. Impact of concomitant vasoactive treatment and mechanical left ventricular unloading in a porcine model of profound cardiogenic shock. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2020; 24:95. [PMID: 32188462 PMCID: PMC7079533 DOI: 10.1186/s13054-020-2816-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 03/04/2020] [Indexed: 01/12/2023]
Abstract
BACKGROUND Concomitant vasoactive drugs are often required to maintain adequate perfusion pressure in patients with acute myocardial infarction (AMI) and cardiogenic shock (CS) receiving hemodynamic support with an axial flow pump (Impella CP). OBJECTIVE To compare the effect of equipotent dosages of epinephrine, dopamine, norepinephrine, and phenylephrine on cardiac work and end-organ perfusion in a porcine model of profound ischemic CS supported with an Impella CP. METHODS CS was induced in 10 pigs by stepwise intracoronary injection of polyvinyl microspheres. Hemodynamic support with Impella CP was initiated followed by blinded crossover to vasoactive treatment with norepinephrine (0.10 μg/kg/min), epinephrine (0.10 μg/kg/min), or dopamine (10 μg/kg/min) for 30 min each. At the end of the study, phenylephrine (10 μg/kg/min) was administered for 20 min. The primary outcome was cardiac workload, a product of pressure-volume area (PVA) and heart rate (HR), measured using the conductance catheter technique. End-organ perfusion was assessed by measuring venous oxygen saturation from the pulmonary artery (SvO2), jugular bulb, and renal vein. Treatment effects were evaluated using multilevel mixed-effects linear regression. RESULTS All catecholamines significantly increased LV stroke work and cardiac work, dopamine to the greatest extend by 341.8 × 103 (mmHg × mL)/min [95% CI (174.1, 509.5), p < 0.0001], and SvO2 significantly improved during all catecholamines. Phenylephrine, a vasoconstrictor, caused a significant increase in cardiac work by 437.8 × 103 (mmHg × mL)/min [95% CI (297.9, 577.6), p < 0.0001] due to increase in potential energy (p = 0.001), but no significant change in LV stroke work. Also, phenylephrine tended to decrease SvO2 (p = 0.063) and increased arterial lactate levels (p = 0.002). CONCLUSION Catecholamines increased end-organ perfusion at the expense of increased cardiac work, most by dopamine. However, phenylephrine increased cardiac work with no increase in end-organ perfusion.
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Affiliation(s)
- Nanna L J Udesen
- Department of Cardiology, Odense University Hospital, J. B. Winsløwsvej 4, Odense C, Denmark.
| | - Ole K L Helgestad
- Department of Cardiology, Odense University Hospital, J. B. Winsløwsvej 4, Odense C, Denmark
| | - Ann B S Banke
- Department of Cardiology, Odense University Hospital, J. B. Winsløwsvej 4, Odense C, Denmark
| | - Peter H Frederiksen
- Department of Cardiology, Odense University Hospital, J. B. Winsløwsvej 4, Odense C, Denmark
| | - Jakob Josiassen
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Lisette O Jensen
- Department of Cardiology, Odense University Hospital, J. B. Winsløwsvej 4, Odense C, Denmark
| | - Henrik Schmidt
- Department of Anesthesiology and Intensive Care, Odense University Hospital, Odense, Denmark
| | - Elazer R Edelman
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Brian Y Chang
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Hanne B Ravn
- Department of Cardiothoracic Anaesthesia, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Jacob E Møller
- Department of Cardiology, Odense University Hospital, J. B. Winsløwsvej 4, Odense C, Denmark.,Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
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Vallabhajosyula S, Ahmed AM, Sundaragiri PR. Role of echocardiography in sepsis and septic shock. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:150. [PMID: 32309299 PMCID: PMC7154469 DOI: 10.21037/atm.2020.01.116] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Saraschandra Vallabhajosyula
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.,Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Abdelrahman M Ahmed
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Pranathi R Sundaragiri
- Division of Hospital Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
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40
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Vallabhajosyula S, Wang Z, Murad MH, Vallabhajosyula S, Sundaragiri PR, Kashani K, Miller WL, Jaffe AS, Vallabhajosyula S. Natriuretic Peptides to Predict Short-Term Mortality in Patients With Sepsis: A Systematic Review and Meta-analysis. Mayo Clin Proc Innov Qual Outcomes 2020; 4:50-64. [PMID: 32055771 PMCID: PMC7011015 DOI: 10.1016/j.mayocpiqo.2019.10.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 10/07/2019] [Accepted: 10/15/2019] [Indexed: 04/17/2023] Open
Abstract
Data are conflicting regarding the optimal cutoffs of B-type natriuretic peptide (BNP) and N-terminal pro-B-type natriuretic peptide (NT-proBNP) to predict short-term mortality in patients with sepsis. We conducted a comprehensive search of several databases (MEDLINE, EMBASE, Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews, and Scopus) for English-language reports of studies evaluating adult patients with sepsis, severe sepsis, and septic shock with BNP/NT-proBNP levels and short-term mortality (intensive care unit, in-hospital, 28-day, or 30-day) published from January 1, 2000, to September 5, 2017. The average values in survivors and nonsurvivors were used to estimate the receiver operating characteristic curve (ROC) using a parametric regression model. Thirty-five observational studies (3508 patients) were included (median age, 51-75 years; 12%-74% males; cumulative mortality, 34.2%). A BNP of 622 pg/mL had the greatest discrimination for mortality (sensitivity, 0.695 [95% CI, 0.659-0.729]; specificity, 0.907 [95% CI, 0.810-1.003]; area under the ROC, 0.766 [95% CI, 0.734-0.797]). An NT-proBNP of 4000 pg/mL had the greatest discrimination for mortality (sensitivity, 0.728 [95% CI, 0.703-0.753]; specificity, 0.789 [95% CI, 0.710-0.867]; area under the ROC, 0.787 [95% CI, 0.766-0.809]). In prespecified subgroup analyses, identified BNP/NT-proBNP cutoffs had higher discrimination if specimens were obtained 24 hours or less after admission, in patients with severe sepsis/septic shock, in patients enrolled after 2010, and in studies performed in the United States and Europe. There was inconsistent adjustment for renal function. In this hypothesis-generating analysis, BNP and NT-proBNP cutoffs of 622 pg/mL and 4000 pg/mL optimally predicted short-term mortality in patients with sepsis. The applicability of these results is limited by the heterogeneity of included patient populations.
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Affiliation(s)
| | - Zhen Wang
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
| | - M. Hassan Murad
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
- Division of Preventive, Occupational, and Aerospace Medicine, Department of Medicine, Mayo Clinic, Rochester, MN
| | - Shashaank Vallabhajosyula
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN
| | | | - Kianoush Kashani
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN
| | - Wayne L. Miller
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN
| | - Allan S. Jaffe
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN
- Division of Clinical Core Laboratory Services, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - Saraschandra Vallabhajosyula
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN
- Center for Clinical and Translational Science, Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Rochester, MN
- Correspondence: Address to Dr Saraschandra Vallabhajosyula, MD, Department of Cardiovascular Medicine, Mayo Clinic, 200 First St SW, Rochester, MN 55905 @SarasVallabhMD
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41
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Subramaniam AV, Barsness GW, Vallabhajosyula S, Vallabhajosyula S. Complications of Temporary Percutaneous Mechanical Circulatory Support for Cardiogenic Shock: An Appraisal of Contemporary Literature. Cardiol Ther 2019; 8:211-228. [PMID: 31646440 PMCID: PMC6828896 DOI: 10.1007/s40119-019-00152-8] [Citation(s) in RCA: 93] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Indexed: 12/11/2022] Open
Abstract
Cardiogenic shock (CS) is associated with hemodynamic compromise and end-organ hypoperfusion due to a primary cardiac etiology. In addition to vasoactive medications, percutaneous mechanical circulatory support (MCS) devices offer the ability to support the hemodynamics and prevent acute organ failure. Despite the wide array of available MCS devices for CS, there are limited data on the complications from these devices. In this review, we seek to summarize the complications of MCS devices in the contemporary era. Using a systems-based approach, this review covers domains of hematological, neurological, vascular, infectious, mechanical, and miscellaneous complications. These data are intended to provide a balanced narrative and aid in risk-benefit decision-making in this acutely ill population.
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Affiliation(s)
| | | | | | - Saraschandra Vallabhajosyula
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA.
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42
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Keleshian V, Kashani KB, Kompotiatis P, Barsness GW, Jentzer JC. Short, and long-term mortality among cardiac intensive care unit patients started on continuous renal replacement therapy. J Crit Care 2019; 55:64-72. [PMID: 31711002 DOI: 10.1016/j.jcrc.2019.11.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Revised: 09/26/2019] [Accepted: 11/02/2019] [Indexed: 12/23/2022]
Abstract
PURPOSE Patients requiring continuous renal replacement therapy (CRRT) are at high risk of death. Predictors of hospital mortality and post-discharge survival in cardiac intensive care unit (CICU) patients requiring CRRT have not been reported. MATERIALS AND METHODS Retrospective review of 198 CICU patients undergoing CRRT from 2006 to 2015. Multivariable regression identified predictors of hospital mortality and Cox proportional-hazards identified predictors of post-discharge mortality among hospital survivors. RESULTS The indication for CRRT was volume overload in 129 (65%) and metabolic abnormalities in 76 (38%). 105 (53%) subjects died in hospital, with 22% dialysis-free hospital survival. Cardiogenic shock was present in 159 (80%) subjects; 150 (76%) subjects received vasopressors and 101 (51%) subjects required mechanical ventilation. Hospital mortality was similar in cardiogenic and non-cardiogenic causes of CICU admission. Predictors of hospital death included semi-quantitative RV function, Braden score, VIS, and PaO2/FIO2 ratio. Median post-discharge Kaplan-Meier survival was 1.9 years. Predictors of post-hospital death included age, VIS, diabetes, Braden score, semi-quantitative RV function, prior heart failure, and dialysis dependence. The indication for CRRT was not predictive of survival. CONCLUSION Mortality is high among CICU patients requiring CRRT, and is predicted by the Braden score, RV dysfunction, respiratory failure and vasopressor load.
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Affiliation(s)
- Vasken Keleshian
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Kianoush B Kashani
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA; Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Panagiotis Kompotiatis
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Gregory W Barsness
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Jacob C Jentzer
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USA; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA.
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43
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Pandompatam G, Kashani K, Vallabhajosyula S. The role of natriuretic peptides in the management, outcomes and prognosis of sepsis and septic shock. Rev Bras Ter Intensiva 2019; 31:368-378. [PMID: 31618357 PMCID: PMC7005946 DOI: 10.5935/0103-507x.20190060] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2019] [Accepted: 05/25/2019] [Indexed: 11/30/2022] Open
Abstract
Sepsis continues to be a leading public health burden in the United States and worldwide. With the increasing use of advanced laboratory technology, there is a renewed interest in the use of biomarkers in sepsis to aid in more precise and targeted decision-making. Natriuretic peptides have been increasingly recognized to play a role outside of heart failure. They are commonly elevated among critically ill patients in the setting of cardiopulmonary dysfunction and may play a role in identifying patients with sepsis and septic shock. There are limited data on the role of these biomarkers in the diagnosis, management, outcomes and prognosis of septic patients. This review seeks to describe the role of natriuretic peptides in fluid resuscitation, diagnosis of ventricular dysfunction and outcomes and the prognosis of patients with sepsis. B-type natriuretic peptide (BNP) and N-terminal pro-BNP (NT-proBNP) have been noted to be associated with left ventricular systolic and diastolic and right ventricular dysfunction in patients with septic cardiomyopathy. BNP/NT-proBNP may predict fluid responsiveness, and trends of these peptides may play a role in fluid resuscitation. Despite suggestions of a correlation with mortality, the role of BNP in mortality outcomes and prognosis during sepsis needs further evaluation.
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Affiliation(s)
- Govind Pandompatam
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic - Rochester, Minnesota, United States
| | - Kianoush Kashani
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic - Rochester, Minnesota, United States
| | - Saraschandra Vallabhajosyula
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic - Rochester, Minnesota, United States.,Department of Cardiovascular Medicine, Mayo Clinic - Rochester, Minnesota, United States
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