Literature DB >> 26431924

Long-Term Outcome and Predictors of Noninstitutionalized Survival Subsequent to Prolonged Intensive Care Unit Stay After Cardiac Surgical Procedures.

Rizwan A Manji1, Rakesh C Arora2, Rohit K Singal2, Brett Hiebert2, Michael C Moon2, Darren H Freed2, Alan H Menkis2.   

Abstract

BACKGROUND: There are minimal data on long-term functional survival (alive and not institutionalized) in patients undergoing cardiac operations who require a prolonged intensive care unit length of stay (prICULOS). We sought to describe 1- and 5-year functional survival in patients who had a prICULOS (ICULOS ≥ 5 days) and determine predictors of functional survival at 1 year.
METHODS: Data were obtained from linked clinical and administrative databases from January 1, 2000 to December 31, 2011 to conduct this retrospective single-region analysis. Logistic regression was used to develop a model predicting functional survival at 1 year for patients who had a prICULOS after cardiac operations.
RESULTS: There were 9,545 admissions to the ICU after cardiac operations; of these patients, 728 (7.6%) experienced a prICULOS. There was an increasing trend in patients who had a prICULOS over this study period. The functional survival at 1 and 5 years from the surgical procedure for the non-prICULOS versus the prICULOS cohort was 1 year (94.9% versus 73.9%) and 5 years (84.9% versus 53.8%) (p < 0.001). Factors associated with lower rates of functional survival at 1 year were age 80 years or older, female sex, peripheral vascular disease, preoperative renal dysfunction, cerebrovascular disease, preoperative infection, need for extracorporeal membrane oxygenation/ventricular assist device (ECMO/VAD) after cardiotomy, number of days on mechanical ventilation, and number of days in the ICU beyond 5 days (area under the receiver operating characteristic [ROC] curve = 0.766).
CONCLUSIONS: The majority of patients who had a prICULOS experienced successful functional survival up to 5 years after cardiac operations. Identification of risk factors for poor functional survival may be of assistance to clinicians, patients, and families for prognostication and decision making.
Copyright © 2016 The Society of Thoracic Surgeons. Published by Elsevier Inc. All rights reserved.

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Year:  2015        PMID: 26431924     DOI: 10.1016/j.athoracsur.2015.07.004

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


  2 in total

1.  Early Rehospitalization After Prolonged Intensive Care Unit Stay Post Cardiac Surgery: Outcomes and Modifiable Risk Factors.

Authors:  Rizwan A Manji; Rakesh C Arora; Rohit K Singal; Brett M Hiebert; Alan H Menkis
Journal:  J Am Heart Assoc       Date:  2017-02-07       Impact factor: 5.501

Review 2.  State of the Art of Machine Learning-Enabled Clinical Decision Support in Intensive Care Units: Literature Review.

Authors:  Na Hong; Chun Liu; Jianwei Gao; Lin Han; Fengxiang Chang; Mengchun Gong; Longxiang Su
Journal:  JMIR Med Inform       Date:  2022-03-03
  2 in total

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