Literature DB >> 35134860

A pragmatic lab-based tool for risk assessment in cardiac critical care: data from the Critical Care Cardiology Trials Network (CCCTN) Registry.

Siddharth M Patel1, Jacob C Jentzer2, Carlos L Alviar3, Vivian M Baird-Zars1, Gregory W Barsness2, David D Berg1, Erin A Bohula1, Lori B Daniels4, Andrew P DeFilippis5, Ellen C Keeley6, Michael C Kontos7, Patrick R Lawler8, P Elliott Miller9, Jeong-Gun Park1, Robert O Roswell10, Michael A Solomon11, Sean van Diepen12,13, Jason N Katz14, David A Morrow1.   

Abstract

AIMS: Contemporary cardiac intensive care unit (CICU) outcomes remain highly heterogeneous. As such, a risk-stratification tool using readily available lab data at time of CICU admission may help inform clinical decision-making. METHODS AND
RESULTS: The primary derivation cohort included 4352 consecutive CICU admissions across 25 tertiary care CICUs included in the Critical Care Cardiology Trials Network (CCCTN) Registry. Candidate lab indicators were assessed using multivariable logistic regression. An integer risk score incorporating the top independent lab indicators associated with in-hospital mortality was developed. External validation was performed in a separate CICU cohort of 9716 patients from the Mayo Clinic (Rochester, MN, USA). On multivariable analysis, lower pH [odds ratio (OR) 1.96, 95% confidence interval (CI) 1.72-2.24], higher lactate (OR 1.40, 95% CI 1.22-1.62), lower estimated glomerular filtration rate (OR 1.26, 95% CI 1.10-1.45), and lower platelets (OR 1.18, 95% CI 1.05-1.32) were the top four independent lab indicators associated with higher in-hospital mortality. Incorporated into the CCCTN Lab-Based Risk Score, these four lab indicators identified a 20-fold gradient in mortality risk with very good discrimination (C-index 0.82, 95% CI 0.80-0.84) in the derivation cohort. Validation of the risk score in a separate cohort of 3888 patients from the Registry demonstrated good performance (C-index of 0.82; 95% CI 0.80-0.84). Performance remained consistent in the external validation cohort (C-index 0.79, 95% CI 0.77-0.80). Calibration was very good in both validation cohorts (r = 0.99).
CONCLUSION: A simple integer risk score utilizing readily available lab indicators at time of CICU admission may accurately stratify in-hospital mortality risk. Published on behalf of the European Society of Cardiology. All rights reserved.
© The Author(s) 2022. For permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  Biomarkers; Cardiac critical care; Risk score

Mesh:

Year:  2022        PMID: 35134860      PMCID: PMC9123931          DOI: 10.1093/ehjacc/zuac012

Source DB:  PubMed          Journal:  Eur Heart J Acute Cardiovasc Care        ISSN: 2048-8726


  14 in total

1.  Risk Stratification for Patients in Cardiogenic Shock After Acute Myocardial Infarction.

Authors:  Janine Pöss; Jelena Köster; Georg Fuernau; Ingo Eitel; Suzanne de Waha; Taoufik Ouarrak; Johan Lassus; Veli-Pekka Harjola; Uwe Zeymer; Holger Thiele; Steffen Desch
Journal:  J Am Coll Cardiol       Date:  2017-04-18       Impact factor: 24.094

2.  Evolution of critical care cardiology: transformation of the cardiovascular intensive care unit and the emerging need for new medical staffing and training models: a scientific statement from the American Heart Association.

Authors:  David A Morrow; James C Fang; Dan J Fintel; Christopher B Granger; Jason N Katz; Frederick G Kushner; Jeffrey T Kuvin; Jose Lopez-Sendon; Dorothea McAreavey; Brahmajee Nallamothu; Robert Lee Page; Joseph E Parrillo; Pamela N Peterson; Chris Winkelman
Journal:  Circulation       Date:  2012-08-14       Impact factor: 29.690

3.  The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine.

Authors:  J L Vincent; R Moreno; J Takala; S Willatts; A De Mendonça; H Bruining; C K Reinhart; P M Suter; L G Thijs
Journal:  Intensive Care Med       Date:  1996-07       Impact factor: 17.440

4.  Severity of illness assessment with application of the APACHE IV predicted mortality and outcome trends analysis in an academic cardiac intensive care unit.

Authors:  Courtney E Bennett; R Scott Wright; Jacob Jentzer; Ognjen Gajic; Dennis H Murphree; Joseph G Murphy; Sunil V Mankad; Brandon M Wiley; Malcolm R Bell; Gregory W Barsness
Journal:  J Crit Care       Date:  2018-12-24       Impact factor: 3.425

5.  Changes in Primary Noncardiac Diagnoses Over Time Among Elderly Cardiac Intensive Care Unit Patients in the United States.

Authors:  Shashank S Sinha; Michael W Sjoding; Devraj Sukul; Hallie C Prescott; Theodore J Iwashyna; Hitinder S Gurm; Colin R Cooke; Brahmajee K Nallamothu
Journal:  Circ Cardiovasc Qual Outcomes       Date:  2017-08

6.  Demographics, Care Patterns, and Outcomes of Patients Admitted to Cardiac Intensive Care Units: The Critical Care Cardiology Trials Network Prospective North American Multicenter Registry of Cardiac Critical Illness.

Authors:  Erin A Bohula; Jason N Katz; Sean van Diepen; Carlos L Alviar; Vivian M Baird-Zars; Jeong-Gun Park; Christopher F Barnett; Gurjaspreet Bhattal; Gregory W Barsness; James A Burke; Paul C Cremer; Jennifer Cruz; Lori B Daniels; Andrew DeFilippis; Christopher B Granger; Steven Hollenberg; James M Horowitz; Norma Keller; Michael C Kontos; Patrick R Lawler; Venu Menon; Thomas S Metkus; Jason Ng; Ryan Orgel; Christopher B Overgaard; Nicholas Phreaner; Robert O Roswell; Steven P Schulman; R Jeffrey Snell; Michael A Solomon; Bradley Ternus; Wayne Tymchak; Fnu Vikram; David A Morrow
Journal:  JAMA Cardiol       Date:  2019-09-01       Impact factor: 14.676

7.  Admission diagnosis and mortality risk prediction in a contemporary cardiac intensive care unit population.

Authors:  Jacob C Jentzer; Sean van Diepen; Dennis H Murphree; Abdalla S Ismail; Mark T Keegan; David A Morrow; Gregory W Barsness; Nandan S Anavekar
Journal:  Am Heart J       Date:  2020-02-28       Impact factor: 4.749

8.  Predictive Value of the Sequential Organ Failure Assessment Score for Mortality in a Contemporary Cardiac Intensive Care Unit Population.

Authors:  Jacob C Jentzer; Courtney Bennett; Brandon M Wiley; Dennis H Murphree; Mark T Keegan; Ognjen Gajic; R Scott Wright; Gregory W Barsness
Journal:  J Am Heart Assoc       Date:  2018-03-10       Impact factor: 5.501

9.  Derivation and Validation of a Novel Cardiac Intensive Care Unit Admission Risk Score for Mortality.

Authors:  Jacob C Jentzer; Nandan S Anavekar; Courtney Bennett; Dennis H Murphree; Mark T Keegan; Brandon Wiley; David A Morrow; Joseph G Murphy; Malcolm R Bell; Gregory W Barsness
Journal:  J Am Heart Assoc       Date:  2019-08-29       Impact factor: 5.501

10.  Editor's Choice-Prospective registry of cardiac critical illness in a modern tertiary care Cardiac Intensive Care Unit.

Authors:  Ryan A Watson; Erin A Bohula; Thomas C Gilliland; Pablo A Sanchez; David D Berg; David A Morrow
Journal:  Eur Heart J Acute Cardiovasc Care       Date:  2018-07-23
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