Literature DB >> 15854933

Daily assessment of organ dysfunction and survival in intensive care unit cardiac surgical patients.

Khosro Hekmat1, Axel Kroener, Hartmut Stuetzer, Robert H G Schwinger, Sandra Kampe, Gerardus B W E Bennink, Uwe Mehlhorn.   

Abstract

BACKGROUND: The purpose of this study was to develop a specific postoperative score for intensive care unit (ICU) cardiac surgical patients for assessment of organ dysfunction and survival.
METHODS: This prospective study consisted of all consecutive adult patients admitted after cardiac surgery to our ICU over a period of 3 years. Evaluation of variables was performed using the first year patients who stayed in the ICU for at least 24 hours. The reproducibility was then tested in two validation sets using all patients. Performance was assessed with the Hosmer-Lemeshow (chi2 statistics) goodness-of-fit test and receiver operating characteristic (ROC) curves and compared with the Acute Physiology and Chronic Health Evaluation (APACHE II) and Multiple Organ Dysfunction Score (MODS).
RESULTS: A total of 3,230 patients were admitted to the ICU after cardiac surgery. Mean chi2 values for the new score were 5.8 (APACHE II, 11.3; MODS, 9.7) for the construction set, 7.2 (APACHE II, 8.0; MODS, 4.5) for the validation set I, and 5.9 for the validation set II. The mean area under the ROC curve was 0.91 (APACHE II, 0.86; MODS, 0.84) for the new score in the construction set, 0.88 (APACHE II, 0.84; MODS, 0.84) in the validation set I, and 0.92 in the validation set II.
CONCLUSIONS: Our new 10-variable risk index performs very well, with calibration and discrimination very high, better than general severity systems; and it is an appropriate tool for daily risk stratification in ICU cardiac surgery patients. Thus, it may serve as an "expert system" for diagnosing organ failure, decision making, resource evaluation, and predicting mortality among ICU cardiac surgical patients.

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Year:  2005        PMID: 15854933     DOI: 10.1016/j.athoracsur.2004.10.017

Source DB:  PubMed          Journal:  Ann Thorac Surg        ISSN: 0003-4975            Impact factor:   4.330


  9 in total

1.  Addressing the question of the effect of RBC storage on clinical outcomes: the Red Cell Storage Duration Study (RECESS) (Section 7).

Authors:  M E Steiner; S F Assmann; J H Levy; J Marshall; S Pulkrabek; S R Sloan; D Triulzi; C P Stowell
Journal:  Transfus Apher Sci       Date:  2010-07-23       Impact factor: 1.764

2.  Prognostic value of serum myoglobin in patients after cardiac surgery.

Authors:  Denis Hofmann; Marco Buettner; Florian Rissner; Manuela Wahl; Samir G Sakka
Journal:  J Anesth       Date:  2007-08-01       Impact factor: 2.078

3.  The APACHE II Score as a Predictor of Mortality After Open Heart Surgery.

Authors:  Mihriban Yalçın; Eda Gödekmerdan; Kaptanıderya Tayfur; Serkan Yazman; Melih Ürkmez; Yusuf Ata
Journal:  Turk J Anaesthesiol Reanim       Date:  2018-09-12

4.  A comparative study of four intensive care outcome prediction models in cardiac surgery patients.

Authors:  Fabian Doerr; Akmal Ma Badreldin; Matthias B Heldwein; Torsten Bossert; Markus Richter; Thomas Lehmann; Ole Bayer; Khosro Hekmat
Journal:  J Cardiothorac Surg       Date:  2011-03-01       Impact factor: 1.637

5.  Machine learning applied to a Cardiac Surgery Recovery Unit and to a Coronary Care Unit for mortality prediction.

Authors:  Beatriz Nistal-Nuño
Journal:  J Clin Monit Comput       Date:  2021-04-15       Impact factor: 1.977

6.  Combination of European System for Cardiac Operative Risk Evaluation (EuroSCORE) and Cardiac Surgery Score (CASUS) to Improve Outcome Prediction in Cardiac Surgery.

Authors:  Fabian Doerr; Matthias B Heldwein; Ole Bayer; Anton Sabashnikov; Alexander Weymann; Pascal M Dohmen; Thorsten Wahlers; Khosro Hekmat
Journal:  Med Sci Monit Basic Res       Date:  2015-08-17

7.  Inclusion of 'ICU-Day' in a Logistic Scoring System Improves Mortality Prediction in Cardiac Surgery.

Authors:  Fabian Doerr; Matthias B Heldwein; Ole Bayer; Anton Sabashnikov; Alexander Weymann; Pascal M Dohmen; Thorsten Wahlers; Khosro Hekmat
Journal:  Med Sci Monit Basic Res       Date:  2015-07-03

8.  Sequential organ failure assessment score predicts mortality after coronary artery bypass grafting.

Authors:  Chih-Hsiang Chang; Shao-Wei Chen; Pei-Chun Fan; Cheng-Chia Lee; Huang-Yu Yang; Su-Wei Chang; Heng-Chih Pan; Feng-Chun Tsai; Chih-Wei Yang; Yung-Chang Chen
Journal:  BMC Surg       Date:  2017-03-06       Impact factor: 2.102

9.  Development of the Post Cardiac Surgery (POCAS) prognostic score.

Authors:  Eduardo Tamayo; Inma Fierro; Juan Bustamante-Munguira; María Heredia-Rodríguez; Pablo Jorge-Monjas; Laura Maroto; Esther Gómez-Sánchez; Francisco Bermejo-Martín; Francisco Alvarez; José Gómez-Herreras
Journal:  Crit Care       Date:  2013-09-24       Impact factor: 9.097

  9 in total

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